diff --git a/benchmark/src/main/java/com/alibaba/fastjson2/benchmark/simdjson/GithubEvents.java b/benchmark/src/main/java/com/alibaba/fastjson2/benchmark/simdjson/GithubEvents.java
new file mode 100644
index 000000000..fb44d1a3f
--- /dev/null
+++ b/benchmark/src/main/java/com/alibaba/fastjson2/benchmark/simdjson/GithubEvents.java
@@ -0,0 +1,26 @@
+package com.alibaba.fastjson2.benchmark.simdjson;
+
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.benchmark.eishay.EishayParseBinary;
+import org.apache.commons.io.IOUtils;
+import org.openjdk.jmh.infra.Blackhole;
+
+import java.io.IOException;
+import java.io.InputStream;
+
+public class GithubEvents {
+    static final String file = "data/simd-json/github_events.json";
+    static byte[] bytes;
+    static {
+        try (InputStream is = EishayParseBinary.class.getClassLoader().getResourceAsStream(file)) {
+            String str = IOUtils.toString(is, "UTF-8");
+            bytes = str.getBytes();
+        } catch (IOException e) {
+            throw new RuntimeException(e);
+        }
+    }
+
+    public void fastjson2_parse(Blackhole bh) {
+        bh.consume(JSON.parseArray(bytes));
+    }
+}
diff --git a/benchmark/src/main/resources/data/simd-json/github_events.json b/benchmark/src/main/resources/data/simd-json/github_events.json
new file mode 100644
index 000000000..f4734e962
--- /dev/null
+++ b/benchmark/src/main/resources/data/simd-json/github_events.json
@@ -0,0 +1 @@
+[{"type":"PushEvent","created_at":"2013-01-10T07:58:30Z","actor":{"gravatar_id":"a7cec1f75a06a5f8ab53139515da5d99","login":"jathanism","avatar_url":"https://secure.gravatar.com/avatar/a7cec1f75a06a5f8ab53139515da5d99?d=https://a248.e.akamai.net/assets.github.com%2Fimages%2Fgravatars%2Fgravatar-user-420.png","url":"https://api.github.com/users/jathanism","id":138052},"repo":{"url":"https://api.github.com/repos/jathanism/trigger","id":6357414,"name":"jathanism/trigger"},"public":true,"payload":{"commits":[{"url":"https://api.github.com/repos/jathanism/trigger/commits/05570a3080693f6e55244e012b3b1ec59516c01b","message":"-SSHChanneldatanowinitializedinbaseclass(TriggerSSHChannelBase)\n-Newdocw/checklistforaddingnewvendorsupporttoTrigger.","distinct":true,"sha":"05570a3080693f6e55244e012b3b1ec59516c01b","author":{"email":"jathanism@aol.com","name":"jathanism"}}],"distinct_size":1,"ref":"refs/heads/issue-22","push_id":134107894,"head":"05570a3080693f6e55244e012b3b1ec59516c01b","before":"7460e1588817b3f885fb4ec76ec2f08c7caf6385","size":1},"id":"1652857722"},{"type":"CreateEvent","created_at":"2013-01-10T07:58:29Z","actor":{"gravatar_id":"51c8c8adbe8abff73c622a734afae4b0","login":"noahlu","avatar_url":"https://secure.gravatar.com/avatar/51c8c8adbe8abff73c622a734afae4b0?d=https://a248.e.akamai.net/assets.github.com%2Fimages%2Fgravatars%2Fgravatar-user-420.png","url":"https://api.github.com/users/noahlu","id":1229684},"repo":{"url":"https://api.github.com/repos/noahlu/mockingbird","id":7536438,"name":"noahlu/mockingbird"},"public":true,"payload":{"description":"blogsystem","master_branch":"master","ref":"master","ref_type":"branch"},"id":"1652857721"},{"type":"ForkEvent","created_at":"2013-01-10T07:58:29Z","actor":{"gravatar_id":"053e38be1bd8b18bf8b1c26e11a797ff","login":"rtlong","avatar_url":"https://secure.gravatar.com/avatar/053e38be1bd8b18bf8b1c26e11a797ff?d=https://a248.e.akamai.net/assets.github.com%2Fimages%2Fgravatars%2Fgravatar-user-420.png","url":"https://api.github.com/users/rtlong","id":199912},"repo":{"url":"https://api.github.com/repos/Bluebie/digiusb.rb","id":7270403,"name":"Bluebie/digiusb.rb"},"public":true,"payload":{"forkee":{"description":"Alittlerubythingfortalkingtodigiusb,likeaserialportorlikeatelnet(whichever!)","fork":true,"url":"https://api.github.com/repos/rtlong/digiusb.rb","language":"Ruby","stargazers_url":"https://api.github.com/repos/rtlong/digiusb.rb/stargazers","clone_url":"https://github.com/rtlong/digiusb.rb.git","tags_url":"https://api.github.com/repos/rtlong/digiusb.rb/tags{/tag}","full_name":"rtlong/digiusb.rb","merges_url":"https://api.github.com/repos/rtlong/digiusb.rb/merges","forks":0,"private":false,"git_refs_url":"https://api.github.com/repos/rtlong/digiusb.rb/git/refs{/sha}","archive_url":"https://api.github.com/repos/rtlong/digiusb.rb/{archive_format}{/ref}","collaborators_url":"https://api.github.com/repos/rtlong/digiusb.rb/collaborators{/collaborator}","owner":{"url":"https://api.github.com/users/rtlong","gists_url":"https://api.github.com/users/rtlong/gists{/gist_id}","gravatar_id":"053e38be1bd8b18bf8b1c26e11a797ff","type":"User","avatar_url":"https://secure.gravatar.com/avatar/053e38be1bd8b18bf8b1c26e11a797ff?d=https://a248.e.akamai.net/assets.github.com%2Fimages%2Fgravatars%2Fgravatar-user-420.png","subscriptions_url":"https://api.github.com/users/rtlong/subscriptions","organizations_url":"https://api.github.com/users/rtlong/orgs","received_events_url":"https://api.github.com/users/rtlong/received_events","repos_url":"https://api.github.com/users/rtlong/repos","login":"rtlong","id":199912,"starred_url":"https://api.github.com/users/rtlong/starred{/owner}{/repo}","events_url":"https://api.github.com/users/rtlong/events{/privacy}","followers_url":"https://api.github.com/users/rtlong/followers","following_url":"https://api.github.com/users/rtlong/following"},"languages_url":"https://api.github.com/repos/rtlong/digiusb.rb/languages","trees_url":"https://api.github.com/repos/rtlong/digiusb.rb/git/trees{/sha}","labels_url":"https://api.github.com/repos/rtlong/digiusb.rb/labels{/name}","html_url":"https://github.com/rtlong/digiusb.rb","pushed_at":"2013-01-08T13:23:08Z","created_at":"2013-01-10T07:58:28Z","has_issues":false,"forks_url":"https://api.github.com/repos/rtlong/digiusb.rb/forks","branches_url":"https://api.github.com/repos/rtlong/digiusb.rb/branches{/branch}","commits_url":"https://api.github.com/repos/rtlong/digiusb.rb/commits{/sha}","notifications_url":"https://api.github.com/repos/rtlong/digiusb.rb/notifications{?since,all,participating}","open_issues":0,"contents_url":"https://api.github.com/repos/rtlong/digiusb.rb/contents/{+path}","blobs_url":"https://api.github.com/repos/rtlong/digiusb.rb/git/blobs{/sha}","issues_url":"https://api.github.com/repos/rtlong/digiusb.rb/issues{/number}","compare_url":"https://api.github.com/repos/rtlong/digiusb.rb/compare/{base}...{head}","issue_events_url":"https://api.github.com/repos/rtlong/digiusb.rb/issues/events{/number}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_record/sql_source.rb:104:in`prepare_for_render'\r\n.rvm/gems/ruby-1.9.3-p327/gems/thinking-sphinx-3.0.0/lib/thinking_sphinx/active_record/sql_source.rb:61:in`render'\r\n.rvm/gems/ruby-1.9.3-p327/gems/riddle-1.5.4/lib/riddle/configuration/index.rb:29:in`blockinrender'\r\n.rvm/gems/ruby-1.9.3-p327/gems/riddle-1.5.4/lib/riddle/configuration/index.rb:29:in`collect'\r\n.rvm/gems/ruby-1.9.3-p327/gems/riddle-1.5.4/lib/riddle/configuration/index.rb:29:in`render'\r\n.rvm/gems/ruby-1.9.3-p327/gems/thinking-sphinx-3.0.0/lib/thinking_sphinx/core/index.rb:48:in`render'\r\n.rvm/gems/ruby-1.9.3-p327/gems/riddle-1.5.4/lib/riddle/configuration.rb:39:in`blockinrender'\r\n.rvm/gems/ruby-1.9.3-p327/gems/riddle-1.5.4/lib/riddle/configuration.rb:39:in`collect'\r\n.rvm/gems/ruby-1.9.3-p327/gems/riddle-1.5.4/lib/riddle/configuration.rb:39:in`render'\r\n.rvm/gems/ruby-1.9.3-p327/gems/thinking-sphinx-3.0.0/lib/thinking_sphinx/configuration.rb:81:in`render'\r\n.rvm/gems/ruby-1.9.3-p327/gems/thinking-sphinx-3.0.0/lib/thinking_sphinx/configuration.rb:87:in`blockinrender_to_file'\r\n.rvm/rubies/ruby-1.9.3-p327/lib/ruby/1.9.1/open-uri.rb:35:in`open'\r\n.rvm/rubies/ruby-1.9.3-p327/lib/ruby/1.9.1/open-uri.rb:35:in`open'\r\n.rvm/gems/ruby-1.9.3-p327/gems/thinking-sphinx-3.0.0/lib/thinking_sphinx/configuration.rb:87:in`render_to_file'\r\n.rvm/gems/ruby-1.9.3-p327/gems/thinking-sphinx-3.0.0/lib/thinking_sphinx/rake_interface.rb:4:in`configure'\r\n.rvm/gems/ruby-1.9.3-p327/gems/thinking-sphinx-3.0.0/lib/thinking_sphinx/rake_interface.rb:31:in`index'\r\n.rvm/gems/ruby-1.9.3-p327/gems/thinking-sphinx-3.0.0/lib/thinking_sphinx/tasks.rb:9:in`block(2levels)in<top(required)>'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:228:in`call'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:228:in`blockinexecute'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:223:in`each'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:223:in`execute'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:166:in`blockininvoke_with_call_chain'\r\n.rvm/rubies/ruby-1.9.3-p327/lib/ruby/1.9.1/monitor.rb:211:in`mon_synchronize'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:159:in`invoke_with_call_chain'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:187:in`blockininvoke_prerequisites'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:185:in`each'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:185:in`invoke_prerequisites'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:165:in`blockininvoke_with_call_chain'\r\n.rvm/rubies/ruby-1.9.3-p327/lib/ruby/1.9.1/monitor.rb:211:in`mon_synchronize'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:159:in`invoke_with_call_chain'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:152:in`invoke'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/application.rb:143:in`invoke_task'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/application.rb:101:in`block(2levels)intop_level'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/application.rb:101:in`each'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/application.rb:101:in`blockintop_level'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/application.rb:110:in`run_with_threads'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/application.rb:95:in`top_level'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/application.rb:73:in`blockinrun'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/application.rb:160:in`standard_exception_handling'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/application.rb:70:in`run'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/bin/rake:33:in`<top(required)>'\r\n.rvm/gems/ruby-1.9.3-p327/bin/rake:23:in`load'\r\n.rvm/gems/ruby-1.9.3-p327/bin/rake:23:in`<main>'\r\nTasks:TOP=>ts:rebuild=>ts:index\r\n```\r\nGotthiserrorwhenmigratingtothinkingsphinx3.\r\n","updated_at":"2013-01-10T07:58:23Z","number":415,"state":"closed","assignee":null,"id":9704821,"events_url":"https://api.github.com/repos/pat/thinking-sphinx/issues/415/events","comments_url":"https://api.github.com/repos/pat/thinking-sphinx/issues/415/comments","comments":8},"action":"created","comment":{"user":{"url":"https://api.github.com/users/pat","gists_url":"https://api.github.com/users/pat/gists{/gist_id}","gravatar_id":"29f82ebe1801087f04de6aaae92e19ea","type":"User","avatar_url":"https://secure.gravatar.com/avatar/29f82ebe1801087f04de6aaae92e19ea?d=https://a248.e.akamai.net/assets.github.com%2Fimages%2Fgravatars%2Fgravatar-user-420.png","subscriptions_url":"https://api.github.com/users/pat/subscriptions","received_events_url":"https://api.github.com/users/pat/received_events","organizations_url":"https://api.github.com/users/pat/orgs","repos_url":"https://api.github.com/users/pat/repos","login":"pat","id":4183,"starred_url":"https://api.github.com/users/pat/starred{/owner}{/repo}","events_url":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theinterfaceofcomputerscience,biology,andmathematicsbyapplyingcomputationalapproachestotheseasofdatainbiomedicalresearch.Oneofthemaininterestsofourgroupisthedevelopmentoftechnologiestomakelarge-scalecomputationalapproachesaccessibleandmorecollaborativetoawiderscientificaudience.Ourrecentweb-basedtechnology,CellCollective,enablesscientistsfromacrosstheglobetoconstructandsimulatelarge-scalecomputationalmodelsofbiologicalsystemsinahighlycollaborativefashion.Thissoftwareenablesbiomedicalresearcherstostudythedynamicsofbiologicalsystems(e.g.,cells)underbothhealthyanddiseasedconditions.CellCollectiveprovidesauniqueenvironmentforreal-time,interactivesimulationstoenableuserstoanalyzeandvisualizethemultitudeofeffectsadisease-relatedmalfunctioncanhaveontherestofthecell.Overthelastcoupleofyears,CellCollectivehasalsomadeitswayintoclassrooms,wherestudentsinlifesciencescoursescanlearnaboutbiologicalprocessesbybuilding,simulating,breaking,andre-buildingcomputationalmodelsoftheseprocesses.CellCollectivenowsupportsabout2,000students/yearinintroductorylifesciencescoursesin10+universities.\n\nOthertechnologiesdevelopedbyourorganizationincludecost-effectivemobilediseasemonitoringdevices,interactiveon-linetissuesampleanalysis,aninteractivestatisticalanalysisplatformforteachinglifesciencesstudentsaboutdataanalysis,etc.\n\nOurgroupconsistsofcomputerscientists,biochemists,biologists,bioinformaticians,aswellasmathematicians,creatinganuniqueenvironmentofdiverseskills,integratedbyasingleinterestpoint.","url":"http://helikarlab.org","logo":"//lh3.googleusercontent.com/PxFw8wDQUkPqz5ZVyRaSbNAqQpEotHzm-9_2nsRtf1UpUkX_-UqfAUvmmvVwekrFUrrPbEsPjzFhAwAugQG4EpxwS5WAkA"},"author":{"@type":"Person","name":"AnaJeli\u010di\u0107"}},"186":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"GoingBeyondEqualTemperamentinMusicBlocks","description":"MyproposedprojectisabouttheimplementationofdifferenttypesoftemperamentsystemstoMusicBlocks.Temperamentreferstotheprocessofalteringthesizeofanintervalbymakingitnarroworwideascomparedtothepureform.Differenttypesoftemperamentincludeequal,justintonationandmeantone.Currentlymusicblocksislimitedtoequaltemperamentonly.Thisprojectaimstoenhancethecredibilityofmusicblockstoallthethreemajortypesoftuningsystems.FreeingMusicBlocksfromequaltemperamentwillallowlearnerstounderstandmusicinmorethanoneway.Abovethattheusercanalsocreatetheirowntuningsystem.","sponsor":{"@type":"Organization","name":"SugarLabs","disambiguatingDescription":"Wemaketoolsthatlearnersusetoexplore,discover,create,andreflect.","description":"SugarLabs,avolunteer-driven,non-profitorganization,haditsoriginsintheOneLaptopPerChildprojectandishasbeenamemberprojectoftheSoftwareFreedomConservancysince2008.\n\nAtSugarLabs,wemakeacollectionoftools(Sugar)thatlearnersusetoexplore,discover,create,andreflect.Wedistributethesetoolsfreelyandencourageouruserstoappropriatethem,takingownershipandresponsibilityfortheirlearning.\n\nSugarisbothadesktopandacollectionofActivities.Activities,asthenameimplies,areAppsthatinvolveactiveengagementfromthelearner.Activitiesautomaticallysaveresultstoajournal,wherereflectionsarerecorded.Activityinstancescanbesharedbetweenlearners;manysupportreal-timecollaboration.\n\n*Sugarfacilitatessharingandcollaboration:Childrencanwrite,sharebooks,ormakemusictogetherwithasinglemouse-click.\n*Activities,notapplications:SugaractivitiesareapplicablebeyondthescopeoftheclassroomandevenSugaritself.\n*AutomaticbackupofActivitywork;noworryingaboutfilesorfolders.Sugar\u2019sJournalmakesitalmostimpossibletoloseanydata.\n*TheSugarJournalrecordseverythingyoudo:Itisaplacetoreflectuponandevaluateyourwork.\n*Sugarrunsonmostcomputerhardware,includingslowermachines.\n*SugarisFree(Libre)Software:ItiswritteninthePythonlanguageandeasilycustomized.\n*Sugarisdocumentedbyitsusers:Itiseasytouseandteachersworldwidehavecreatedawealthofpedagogicalmaterialsforit.\n*Sugarislargelywrittenandmaintainedbyitsusers.\n*SugarizerisaforkofSugaravailablefortabletsandphones.\n*TurtleBlocksandMusicBlocksarepopularprogrammingAppsthatruninSugar,Sugarizer,orstand-aloneontheGNU/Linuxdesktoporinabrowser.","url":"http://www.sugarlabs.org","logo":"//lh3.googleusercontent.com/RI3mTCw0b7fjtH3bzBTORYAHB3gukbATUrchGxxqBufuZoXgJ5y2g3ThKxGF8TdB6-DZV5H84xVfUfWALf1qqtMEBlW7UUE"},"author":{"@type":"Person","name":"RiyaLohia"}},"187":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"[GSoCproposal2018]EmojiTwitterbotforCommonsimagesfromNYPLfork","description":"WikimediaCommonsisaWikimediaFoundationprojectandanonlinerepositoryofimagesvideosandothermediafiles.ATwitterbotisatypeofbotsoftwarethatcontrolsaTwitteraccountviatheTwitterAPI.ThisprojectaimsatcreatingaTwitterbotsimilartoNYPLEmojibotforpicturesonCommons.Ifausertweetsanemojitothebot,thebotshouldreplytothetweetwithanimagefromCommonsthatrepresentsthesameemotionastheemoji.Thatis,animageselectedrandomlyfromCommons,thatmatchestheemoji.Notethatthebotwillnotonlyusegraphicalemojibutalsotextbasedemoji(asthis:;-)).\nThisproj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t-Academy,asuiteforteachingroboticsandcomputervision,with20motivatingexercises;(b)VisualStates,forvisualcreationofautomatathatcontrolrobotbehavior;(c)Scratch2JdeRobot,forprogrammingadvancedrobotswithafullvisuallanguage;(d)robotteleoperators,evenwithwebtechnologies;(e)atunerforcolorfilters,etc.","url":"http://jderobot.org","logo":"//lh3.googleusercontent.com/6FSFjgdnmU31E2Ppx2xn8qYaKRFepFD31zJ7sMECmyg4el2CXZHbj-_Yryrz4usHUHCI-yiaUGwe6dRnP9ZBgY3KRqEGHGc"},"author":{"@type":"Person","name":"JianxiongCai"}},"194":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"PCPrepKit","description":"AwebappthatteachestacticsforpreventionofMalariatoPeaceCorpsvolunteersbeforetheygoforremotemissions.ThiswouldbeachievedusingMachineLearningTechniquesandGamification.","sponsor":{"@type":"Organization","name":"SystersCommunity","disambiguatingDescription":"Helpingwomenfindtheirpotentialincode.Youarenotalone.","description":"#About\nSystersisacommunityforallwomeninvolvedinthetechnicalaspectsofcomputing.Wehaveover7,000membersfrommorethan65countriesaroundtheworld.**Wewelcometheparticipationofwomentechnologistsofallagesatanystageoftheirstudiesorcareers.**\n\n#Projects\n#PeaceCorps\n-[PCHub](https://github.com/systers/systers.github.io/wiki/PC-Hub#project-ideas),asitetodiscussimprovements/featurestoallPeaceCorpsprojects.PCofficialscanloginanddirectopensourcecontributorsonwhattoimproveonanindividualproject.ItcanalsobeusedtodiscussnewapplicationsneededforPeaceCorpsVolunteers(toassisttheirservicework).\n-[PCPrepKit](https://github.com/systers/systers.github.io/wiki/PC-Prep-Kit#project-ideas),asitetoteachaboutMalaria.GamifiedEducation.*After*usingthisto\"onboard\"PCVolunteersaboutMalaria,thentheywillusetheMobileApptokeeptrackofmedicine/tripsduringtheirservice.\n-[PhotoLanguageTranslation(PLT)](https://github.com/systers/systers.github.io/wiki/Photo-Language-Translation#project-ideas),anapplicationtoassistPeaceCorpsVolunteersbytranslationChuukeseintoEnglishwithpictureassociation.IthelpsteachChuukesepeopletheEnglishlanguageaswellaspreserveChuukeseinawrittenform.\n\n#Systers\n-[Mailman3](https://github.com/systers/systers.github.io/wiki/Features-for-Mailman-3#project-ideas),anemaillisttohelpgroupsshareideas,support,andcollaborateonprojects.SystersisupgradingtoMailman3andweneedcustomizedfeatures.Wehave28emaillists.\n-[PowerUp](https://github.com/systers/systers.github.io/wiki/PowerUp#project-ideas),foundedbyaSyster,isachoose-your-own-adventuregamethatisdesignedtobeinclusiveandteachesyounggirls(ages11-14)awarenessaboutreal-lifescenarios.\n-[Portal](https://github.com/systers/systers.github.io/wiki/Portal#project-ideas),asitethatbringsSystersandLocalCommunitiestogether,offeringbothin-personandonlineeventsforourglobalwomentechnologists.\n-[VolunteerManagementSystem(VMS)](https://github.com/systers/systers.github.io/wiki/Volunteer-Management-System#project-ideas),helpskeeparecordofSystersvolunteerssothatwecanutilizevolunteergrantswherecompaniesmatchthenumberofhoursanemployeevolunteers.\n\n#SystersOpenSource\n-[Infrastructure](https://github.com/systers/systers.github.io/wiki/Infrastructure-Automation),technologyadvancesdailyandwe'reslowtokeepup.Weneedupdatesonapps.\n-[GitHubPages](https://github.com/systers/systers.github.io/wiki/GitHub-Pages),wehave3pagesthatneedupdates.OurMainandCelebrationareinformationalpages.Slackpagesneedanonboardingcomponent.","url":"https://anitab.org/systers/","logo":"//lh3.googleusercontent.com/xsRxKqwjxwnPrGHWYNsJLyrq8nweMyE2CP_rdnKmLWgOkEriejLZDZ6dhZbdwBTHTnRDocRWNcWgj8g-l4x7c30d5KI5tG8"},"author":{"@type":"Person","name":"MayankLunayach"}},"195":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ExtendlttoolboxtohavethepowerofHFST","description":"Theaimofthisprojectistoimplementthesupportformorphographemicsandweightsinthelttoolboxtransducer.TheproposalfocusesonextendinglttoolboxtoperformthecomplexmorphologicaltransformationsandweightbasedanalysescurrentlydoneinHFSTandwritingamodulethattranslatesthecurrentHFSTformattothenewlttoolboxformat.","sponsor":{"@type":"Organization","name":"Apertium","disambiguatingDescription":"Afree/open-sourceplatformformachinetranslationandlanguagetechnology","description":"Therearearound7,000languagesintheworldtoday,aroundhalfofwhicharewritten.Mostlanguagetechnologyisonlyavailableforatinyfractionofthese.Certainlyunder1%.Apertiumisaprojectwhichaimstohelpcreatelanguagetechnology,particularlymachinetranslationsystemsfortheother99%.Becausemostofthelanguagesweworkwithhaveverylittleinthewayofexistingtranslations,werelyonmakingthemostofallkindsofdifferentresourcesfromwrittengrammarstodictionaries,corpuscollectionsandhelpfromnativespeakersandactivists.","url":"http://www.apertium.org","logo":"//lh3.googleusercontent.com/PlmlDWSLmPGDO07qA51BQ3ToSVzZYzHFjk651e_HKjm4bdM3y2EH6lm0OGH6j51Y5Q6qJIRbV5Scz3FTW-rTJUgji0fBJQ"},"author":{"@type":"Person","name":"AbinashSenapati"}},"196":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Continueddevelopme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iting-machine-learning/)forourworkapplyingcutting-edgemachinelearningtechniquestohelpinglearnersbecomebetterwritersandcriticalthinkers.Weleveragethistechnologyalongsideaprovencurriculumoflearningtechniquesfromtopeducationalresearchers.\n\nLearnersbeginbycompletinga[diagnosticactivity](https://www.quill.org/tools/diagnostic)thatprovidesthelearningmanagementsystemenoughinformationtopredictwherethestudentisstrongandwheretheyneedimprovement.Then,teacherscanassignfollowupactivitiesthatprovidepracticetargetedspecificallytowherethestudentisfallingshort.(Thereareeven[specialversionsofthediagnostic](https://medium.com/writing-with-quill/quill-org-launches-ell-diagnostic-ac2dd65de692)forEnglishlanguagelearnerswhosefirstlanguagesareSpanish,Mandarin,French,Vietnamese,Arabic,andHindi.)\n\nQuillhasavarietyofactivitytypes,including[areal-timeclassroomlessonsmode](https://www.quill.org/tools/lessons),[asentenceconstructiontool](https://www.quill.org/tools/connect),[aproofreadingpracticetool](https://www.quill.org/tools/proofreader)and[agrammarpracticetool](https://www.quill.org/tools/grammar).\n\nEachtoolhasassociatedalgorithmsforassessingandprovidingtargetedfeedbackinresponsetostudentsubmissions.Thesealgorithmsutilizerules-basedlogic,naturallanguageprocessing,andmachinelearning.\n\n#What'sNext?\n\nUpuntilnow,Quillhasprimarilybeenbuiltasatoolforeducatorstousewiththeirstudents.ThismeansthatQuilldoesnotcurrentlyhaveaself-studymodeforlearnerswhoarenotinaclassroomsetting.We'reexcitedfortheGSoCcommunitytohelpleverageQuill'sprogresssofarintoalearningtoolthatcanassistmillionsoflearnersaroundtheworldwhodeservebettereducation.","url":"https://quill.org","logo":"//lh3.googleusercontent.com/xb52vhYNsuo9ZCw2a5cSKmpPuq6LpCSQABJLArsH6_JJRm2zkNfYrpzQ5gZZRpgXV8dNoTmo9lbTtwJ8a2wMzZhYRK0zBFI"},"author":{"@type":"Person","name":"gauravrakheja"}},"266":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImplementSpringDatatoLHToolkit","description":"Thisproject\u2019spurposeistoreplaceorrathermigratetheexistingpersistenceschemaofLibreHealthtoolkitwhichuseshibernatemappingstoamoremodularspringdatapersistencemechanism.\nLibreHealthtoolkitcurrentlyusesxmlstylemappingprovidedbyhibernatewhichishardertomaintainandprovidesverylittlemodularityintermsofswitchingtoadifferentdatasource.\nUsingspringdatainsteadwillmakethesystemeasiertomaintaini.elessercomponentstochangeincaseasingleentityneedstobemodified,whereasinthecurrentscenariotomodifyasingleentitywemightneedtochangethemodelclass,themappingfile,thedao,theservice,etc.\nThismakesforamoreresilientsystem.","sponsor":{"@type":"Organization","name":"LibreHealth","disambiguatingDescription":"HealthcareforHumanity","description":"Wecurrentlyhaveunderourumbrellathefollowingprojects:\n*[LibreHealthToolkit](http://librehealth.io/projects/lh-toolkit/),afoundationalbaseforbuildingHealthITtools\n*[LibreHealthEHR](http://librehealth.io/projects/lh-ehr/),anelectronichealthrecordderivedfrombestpracticesandtechnologyfromleadingopensourcesystems\n*[LibreHealthRadiology](http://librehealth.io/projects/lh-radiology/),aspecializeddistributionofLibreHealthToolkitcustomizedforradiologyhealthcareprofessionals\n\nOurGSoCstudentprojectswilladdressreal-lifeneedsofourprojectstohelpimprovedeliveryofhealthcarearoundtheworld.Wehaveateamofexpertmentorswithdecadesofexperiencetohelpyouinyourwork.Theywillbecontinuallyaddingprojectideastoourforumathttps://forums.librehealth.io/ideas,andweencourageyoutosuggestideastooasyoulearnmoreaboutourprojects.Comejoinusandbringopensourceinnovationtohealthcare!","url":"http://librehealth.io/","logo":"//lh3.googleusercontent.com/OV9EnIU9isyNHKoT6yGkq-IFVfhnaaNWQpfUydKUXsRoAzycG6ivWFXzHFC-763nnfo28-I1B9zycvkNXO-nYDjyz5MFyw"},"author":{"@type":"Person","name":"YashD.Saraf"}},"267":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"AmoderntoolfordataexplorationbasedonJuliaDBandWebIO","description":"WewillcombinetheJuliaDB.jlpackage,fortabulardatamanipulationsinJulia,withWebIO.jlandInteractNext.jltobuildauser-friendlyweb-basedappfordataanalysisandvisualizations.\n\nWewilldrawfromPlugAndPlot.jl,apreviousattemptbasedonQMLandfocusedontheanalysisofpopulationdata.TheadvantagesofthenewJuliaDB/WebIObasedapproachare:\n\n-wecanexploitJuliaDB'suniquefeatures,suchasparallelstorageandcomputing,supportforonlinestatisticaltechniquesandmachinelearningtechniques\n-WebIOallowsdeployinginawidevarietyofframeworks:theJuliaIDEJuno'splotpane,Jupyternotebook,anElectronwindoworawebpageviaMux.jl\n\nThewebpagedeploymentisparticularlyrelevantinourviewasitallowstomakeinteractivedatavisualizationseasilyaccessibleonline.\n\nFinally,ratherthanbuildingamonolithicapp,wewillmodularizeourdesigntotheextentpossible,thusallowingdifferentprojectstoreusepartsofittocreateGUIswithdifferentdesignsorbasedondifferentalgorithmsandvisualizationpackages.","sponsor":{"@type":"Organization","name":"NumFOCUS","disambiguatingDescription":"OpenCode=BetterScience","description":"NumFOCUSsupportsandpromotesworld-class,innov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lyalimitedsetofdriversavailabletotest,makingitnotveryflexibletochangesandfutureadditions.\n\nThepurposeofthisprojectwouldbetoimplementaframeworkthatuseslibqostoautomaticallystartQEMUwiththerightoptionstoprovidethedriverrequestedbytheunittest.Theframeworkwillessentiallyproduceagraphof\u201cconsumes-produces\u201drelationshipsbetweenthevariousdrivers,interfacesandunittests,inordertounderstandwhatoptionstogivetoQEMU.","sponsor":{"@type":"Organization","name":"QEMU","disambiguatingDescription":"QEMUisanopensourcemachineemulatorandvirtualizer","description":"TheQEMUProjectincludestheQEMUopensourcemachineemulatorandvirtualizerandalsoactsasanumbrellaorganizationfortheKVMLinuxkernelmoduleandJailhousepartitioninghypervisor.\n\nWhenusedasamachineemulator,QEMUcanrunoperatingsystemsandprogramsmadeforonemachine(e.g.anARMboard)onadifferentmachine(e.g.yourownPC).Byusingdynamictranslation,itachievesverygoodperformance.\n\nWhenusedasavirtualizer,QEMUachievesnearnativeperformancesbyexecutingtheguestcodedirectlyonthehostCPU.QEMUsupportsvirtualizationwhenexecutingundertheXenhypervisororusingtheKVMkernelmoduleinLinux.WhenusingKVM,QEMUcanvirtualizex86,ARM,serverandembeddedPowerPC,andS390guests.","url":"https://qemu.org/","logo":"//lh3.googleusercontent.com/ZewfaPulWkbzuGpcudPvcm6uUImYRbE0DNwWOgsK5KsX4N2GvGhipDL9CGo74NcXZGC7FwKwSSYLhY-U1wvIf5P7fpJfrh8p"},"author":{"@type":"Person","name":"esposem"}},"271":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"PHPValidatorMigrationandOntologyIntegration","description":"Stemformaticsisanonlineportalwhichenablesstemcellbiologiststovisualizeandanalyzedatasetsquicklyandeasily.Theprimarygoaloftheprojectistospeedupthedatavalidationprocessandtocreateconsistentmetadata.AfterhavingdiscussedtheissuesregardingthePHPValidatorServerwithmymentor,IherebyproposetomigratetheexistingPHPservertoPyramid,apythonbasedwebframeworktovisuallyanalyseandexploreinterestingdatasetsefficientlyandsmoothly.","sponsor":{"@type":"Organization","name":"Stemformatics","disambiguatingDescription":"Stemformaticsisaweb-basedpocketdictionaryforstemcellscientists.","description":"Stemformaticsworksattheintersectionofweb-baseddatavisualisation,bigdataandbioinformatics.\n\nStemformaticspipelinescompressbigdatatomakeiteasierfortheweb-baseddatavisualisationstobeprocessed.Theseweb-baseddatavisualisationsareengineeredforspeedtomaketheenduserexperienceassmoothaspossible.\n\nStemformaticsalwaysensuresthateachstudentgetsagreatlearningexperiencetailoredtotheirability,interestandexperience.Wearecommittedtohelpmouldstudentsintosoftwareengineerswheretechnicalabilityisjustoneoftheskillsneededforsuccess.","url":"https://www.stemformatics.org","logo":"//lh3.googleusercontent.com/yle6XpjT0BdRYon9CGw7oIOr0tkMG9e-kA_WLuSviJU1R-RraETQQaZj-LCarCA37z5bgAeWDqXAjdabhIYYrAoTYa3mwJ5a"},"author":{"@type":"Person","name":"Glenn"}},"272":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"MachinelearningfeaturesinScilab:Anautobiography","description":"TheprojectaimstoenhancemachinelearningfeaturesinSCILAB,forSCILABandbySCILAB.Themainconcentrationwouldbetointegratedeeplearningfunctionality(Keras/TensorFlow)withapossibilityofworkingonthedatascienceusabilityaswell(R/SASintegration).Therearetits-bitshereandtherethatwoulddrivethedeveloperpooltowardsSCILABinthefuture.Theprojectinitselfdrawsinspirationfromthe[GSoCprojectlastyear](https://github.com/mandroid6/machine-learning-Toolbox-SCILAB/tree/master/Final%20Submission)withthesameheaderbutisnotnecessarilyanextensiontoit.","sponsor":{"@type":"Organization","name":"Scilab","disambiguatingDescription":"Cross-platformnumericalcomputationalpackageandprogramminglanguage.","description":"##WhatisScilab?\n\nScilabisfreeandopensourcesoftwarefornumericalcomputationprovidingapowerfulcomputingenvironmentforengineeringandscientificapplications.Byusingmatrix-basedcomputation,dynamictyping,andautomaticmemorymanagement,manynumericalproblemsmaybeexpressedinareducednumberofcodelines,ascomparedtosimilarsolutionsusingtraditionallanguages,suchasFortran,C,orC++.\n\n##WhatdoesScilabdo?\n\nScilabincludeshundredsofmathematicalfunctions.Ithasahighlevelprogramminglanguageallowingaccesstoadvanceddatastructures,2-Dand3-Dgraphicalfunctions.\n\nAlargenumberoffunctionalitiesisincludedinScilab:\n\n*Maths&Simulation\n\nForusualengineeringandscienceapplicationsincludingmathematicaloperationsanddataanalysis.\n\n*2-D&3-DVisualization\n\nGraphicsfunctionstovisualize,annotateandexportdataandmanywaystocreateandcustomizevarioustypesofplotsandcharts.\n\n*Optimization\n\nAlgorithmstosolveconstrainedandunconstrainedcontinuousanddiscreteoptimizationproblems.\n\n*Statistics\n\nToolstoperformdataanalysisandmodeling\n\n*ControlSystemDesign&Analysis\n\nStandardalgorithmsandtoolsforcontrolsystemstudy\n\n*SignalProcessing\n\nVisualize,analyzeandfiltersignalsintimeandfrequencydomains.\n\n*ApplicationDevelopment\n\nIncreaseScilabnativefunctionalitiesandmanagedataexchangeswithexternaltools.\n\n*Xcos-Hybriddynamicsystemsmodelera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stributedparallelexecution,numericalaccuracy,andanextensivemathematicalfunctionlibrary.\r\n-[MDAnalysis](https://www.mdanalysis.org)-MDAnalysisisaPythonlibrarytoanalyzetrajectoriesfrommoleculardynamics(MD)simulations.\r\n-[PyMC3](http://docs.pymc.io)-PyMC3isapythonmoduleforBayesianstatisticalmodelingandmodelfittingwhichfocusesonadvancedMarkovchainMonteCarloandvariationalfittingalgorithms.\r\n-[Stan](http://mc-stan.org)-Stanisaprobabilisticprogramminglanguagefordataanalysis,enablingautomaticinferenceforalargeclassofstatisticalmodels.\r\n-[Shogun](http://shogun.ml)-Shogunisandopen-sourcemachinelearninglibrarythatoffersawiderangeofefficientandunifiedmachinelearningmethods.\r\n-[yt](http://yt-project.org)-ytisacommunity-developedanalysisandvisualizationtoolkitforexaminingdatasetsinavarietyofscientificdisciplines.\r\n\r\nVisitour[page](https://github.com/numfocus/gsoc)formoreinformation.","url":"https://www.numfocus.org","logo":"//lh3.googleusercontent.com/HVjtQ2I4zfHth4wsGMFWynoFYktTBGviap7IKNbbXqj_jUjs0xBKayi8mvVv4gYe3g3wstalV3dG2UdmWSbYMOA0uG84uPw"},"author":{"@type":"Person","name":"AyushSuhane"}},"319":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"NautilusGTK+4Port","description":"WithGTK+4developmentalreadymovingatafairlyfastpace,itcouldusewideradoptioninapplications.Thebenefitinhavingthat,fromthetoolkitperspective,isfeedbackfromapplicationdevelopersaboutregressionsormissingfeatures,allofwhichcanbechangedwhilethedevelopmentisn\u2019tfrozen.Applicationdevelopers,ontheotherhand,canbenefitfromastreamlinedAPIandothernewtoys.","sponsor":{"@type":"Organization","name":"GNOME","disambiguatingDescription":"AfreedesktopenvironmentforGNU/Linux.","description":"#Non-profitorganizationthatcreatesacomputingplatformforthegeneralpublic\n\nTheGNOMEprojectbuildsthetechnologies,platform,middle-ware,applicationsandenvironmenttocreateafreesoftwaresolutionforusingyourpersonalcomputer.TheGNOMEprojectis:\n\n##Independent\n\nOurboardisdemocraticallyelected,andtechnicaldecisionsaremadebytheengineersdoingthework.Wearesupportedbymanyorganizations;employeesfromoverahundredcompanieshavecontributedsincetheprojectbegan.\n\n##Free\n\nWebelievethatsoftwareshouldbedevelopedintheopen.Ourdevelopmentinfrastructureandcommunicationchannelsarepublic,andourcodecanbefreelydownloaded,modifiedandsharedwithothers.Allourcontributorshavethesamerights.\n\n##Connected\n\nOurprojectisanimportantpartoftheFreeSoftwareecosystem.Weworkwithotherfreeprojectstocreatehigh-qualitysolutionsthatspantheentiresoftwarestack.\n\n##People-focused\n\nOursoftwareistranslatedintomanylanguagesandcomeswithbuiltinaccessibilityfeatures.Thismeansthatitcanbeusedbyanyone,regardlessofthelanguagetheyspeakortheirphysicalabilities.","url":"https://www.gnome.org/","logo":"//lh3.googleusercontent.com/PuUTd0LqAyd7EduWdbN5HFzAlSw2GGU5HR8Mu3xu2BTbWhuyHK0rDrGnxHdHWiK6mbM1yqUuB5kG8k3L_S91DVaDR6rh3pw"},"author":{"@type":"Person","name":"ErnestasKulik"}},"320":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Optimumframesynchronizationproject","description":"Improvingsignalsreceivingmethodologybymodifyingthestandardwayofcorrelation.","sponsor":{"@type":"Organization","name":"GNSS-SDR","disambiguatingDescription":"AnopensourceGlobalNavigationSatelliteSystemssoftware-definedreceiver","description":"GNSS-SDRisanopensourceGlobalNavigationSatelliteSystemssoftwarereceiver,writteninC++,thatisabletoworkeitherfromrawsignalsamplesstoredinafile,orinreal-timewitharadio-frequencyfront-endassignalsource,andperformsallthesignalprocessinguntiltheobservablecomputationandPosition-Velocity-Timesolution.Itsmodularityallowsuserstopopulatetheframeworkwiththeirownalgorithms,allowingtoputthefocusonthesignalprocessingimplementationwithoutworryingabouthowtoembedthatalgorithminawholeGNSSreceiver.ItalsomakespossiblefairperformancebenchmarksusingrealGNSSsignals,anditsopensourcelicenseallowsfreedownloading,useandcodeinspection.\nTheproposedsoftwarereceivertargetsmulti-constellation/multi-frequencyarchitectures,pursuingthegoalsofefficiency,modularity,interoperability,andflexibilitydemandedbyuserdomainsthatrequirenon-standardfeatures,suchasearthobserversorgeodesists,andallowingapplicationssuchastheobservationoftheionosphere,GNSSreflectometry,signalqualitymonitoring,spaceweather,andhigh-accuracypositioningbasedoncarrier-phasenavigationtechniques.Inthisproject,wefocusonsignalprocessing,understoodastheprocessbetweentheADCandthecomputationofcodeandphaseobservables,includingthedemodulationofthenavigationmessage.Wepurposelyomitdataprocessing,understoodasthecomputationofthenavigationsolutionfromtheobservablesandthenavigationmessage,sincethereareanumberofwell-establishedlibrariesandapplicationsforthat(alsointheopensourceside,suchasGPSTkorRTKLIB).","url":"http://gnss-sdr.org/","logo":"//lh3.googleusercontent.com/Unsxtmm85To4Q3RItnMY3GLcKHCd4v1MzqaTktEUMF-i8ZcCYfee5nWf9JCxLm-S_tROnNj10euUb9UU3gUsnTloEQbdEiw7"},"author":{"@type":"Person","name":"MustafaAbaas"}},"321":{"@context":"http://schema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ongoDBoplogtailing(singlesourceoftruthappend-onlylog)mechanism\"toscaleacrossserversinatunableyetperformantmanner.\n\nRocket.Chathasbeendesignedtobetotallyextensible.RESTandrealtime(websocket)APIsareavailabletocontrolandcustomizevariousaspectsoftheserver.Extensionscanbeaddedmodularlyusingstandardnodemodulemechanism.\n\nChatbotsareapopularmeansofextendingthecapabilitiesofRocket.Chat.Adaptersforpopularbotframework,suchasHubot,areavailableandRocket.Chat\u2019scommunitypublisheditsownintegrationbotsforcodeplatformsincludingGitHubandGitlab.Rocket.ChatsupportsthechatbotandML,conversationalbots,andvoicebotcommunities-withadaptersfornewbotframework\u2013includingthebBotsuper-bot-framework.","url":"https://rocket.chat","logo":"//lh3.googleusercontent.com/xTUWs-PlkuMiHAhPqbK8lDpZnQyJwUIYur5fDsW3RAJy0K3FAQuM2u8Y6tmoH6_ndNBsEmcZCvn0JyHroSx0eRQLR4jOdA"},"author":{"@type":"Person","name":"Jos\u00e9Renan"}},"343":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"AccessingSPHdataandinterpolatingontogrids","description":"ytisapackageforanalyzingandvisualizingvolumetricdata.Thecurrentinfrastructureofytisdesignedtodealwithadaptivemeshrefinement(AMR)data.However,awiderangeofmodernN-bodyhydrodynamicssimulationsnowusesmoothedparticlehydrodynamics(SPH)whichproducesdataconsistingofvolumefillingfields.Thecurrentimplementationofyttakesthisdatafillsaglobalocttree,andthentreatsitsimilarlytothatofAMRdata.\n\nThedisadvantageofthistreatmentofSPHdataisthatitisnotintuitivetousers,itisslowanditdoesnotrepresenttheunderlyingnatureofthedata.\n\nThisprojectaimstodevelopaytAPIforSPHdatathatensuresallSPHfieldsreturndatadefinedatthelocationsoftheparticles.Whilstthiswouldprovideamoreintuitivewaytointeractwiththedata,itisstillimportanttointerpolateparticledataontogrids,asthisisessentialinvisualisation.ThiscanbeachievedbytakinginspirationfromSPLASH.Thus,attheendoftheprojectSPHfieldswouldbeabletobevisualisedusinga\"scatter\"(intechnicaldetails)approach,inspiredbySPLASH.ThiswouldallowthetheSPHfieldstobeinterpolatedefficientlyontogrids.","sponsor":{"@type":"Organization","name":"NumFOCUS","disambiguatingDescription":"OpenCode=BetterScience","description":"NumFOCUSsupportsandpromotesworld-class,innovative,opensourcescientificsoftware.Mostindividualprojects,eventhewildlysuccessfulones,findtheoverheadofanon-profittobetoolargefortheircommunitytobear.NumFOCUSprovidesacriticalserviceasanumbrellaorganizationforthisprojects.\r\n\r\nThefollowingprojectswillbeparticipatingundertheNumFOCUSumbrella:\r\n\r\n-[Cantera](http://cantera.org/)-Canteraisalibrarytosolveproblemsinvolvingthermodynamics,chemicalkinetics,andtransport.\r\n-[conda-forge](https://conda-forge.org)-Acommunityledcollectionofrecipes,buildinfrastructureanddistributionsforthecondapackagemanager.\r\n-[DataRetriever](http://www.data-retriever.org)-TheDataRetrieverisapackagemanagerfordata.\r\n-[FEniCSProject](https://fenicsproject.org)-FEniCSisanautomatedfiniteelementlibraryusedtosolveequationsusedinmodeling,featuringadomain-specificlanguageandautomatedcodegeneration.\r\n-[Gensim](https://github.com/RaRe-Technologies/gensim)-\"TopicModellingforHumans.\"Gensimisanopen-sourcePythonlibraryfortopicmodelling,documentindexingandsimilarityretrievalwithlargecorpora.\r\n-[Julia](https://julialang.org)-Juliaisahigh-level,high-performancedynamicprogramminglanguagefornumericalcomputing.Itprovidesasophisticatedcompiler,distributedparallelexecution,numericalaccuracy,andanextensivemathematicalfunctionlibrary.\r\n-[MDAnalysis](https://www.mdanalysis.org)-MDAnalysisisaPythonlibrarytoanalyzetrajectoriesfrommoleculardynamics(MD)simulations.\r\n-[PyMC3](http://docs.pymc.io)-PyMC3isapythonmoduleforBayesianstatisticalmodelingandmodelfittingwhichfocusesonadvancedMarkovchainMonteCarloandvariationalfittingalgorithms.\r\n-[Stan](http://mc-stan.org)-Stanisaprobabilisticprogramminglanguagefordataanalysis,enablingautomaticinferenceforalargeclassofstatisticalmodels.\r\n-[Shogun](http://shogun.ml)-Shogunisandopen-sourcemachinelearninglibrarythatoffersawiderangeofefficientandunifiedmachinelearningmethods.\r\n-[yt](http://yt-project.org)-ytisacommunity-developedanalysisandvisualizationtoolkitforexaminingdatasetsinavarietyofscientificdisciplines.\r\n\r\nVisitour[page](https://github.com/numfocus/gsoc)formoreinformation.","url":"https://www.numfocus.org","logo":"//lh3.googleusercontent.com/HVjtQ2I4zfHth4wsGMFWynoFYktTBGviap7IKNbbXqj_jUjs0xBKayi8mvVv4gYe3g3wstalV3dG2UdmWSbYMOA0uG84uPw"},"author":{"@type":"Person","name":"AshleyKelly"}},"344":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"BuildananalyticstoolforSUSI.AI","description":"Currently,thereisnoanalytical/statisticaldashboard,thatanalysestheconversationsthattakeplaceonSUSI.Theprojectaimsto**developananalyticstoolforSUSI.AI**thatwoulddisplayvariousstatistics/analyticsbasedonstandardmetricsforconversationsonSUSI.AI.Itwillbea**PWA**,builtusing**ReactJs**.ThedatawillbefetchedfromtheSUSIServer.Theanalysiswillbedonevia**variousdatarepresentation/visualisations**likehistograms,bar-graphs,pie-charts,etc.Also,newAPIswillbecreatedontotheserver\u2019scodebaseasperrequirement.","sponsor":{"@type":"Organization","name":"FOSSASIA","disambiguatingDescription":"ImprovePeople'sLives","description":"FOSSASIAdevelopsOpenSourcesoftwareandhardwareforconversationalAIs,scienceandeventmanagementwithaglobaldevelopercommunityfromitsbaseinAsia.TheorganizationalsoorganizesOpenTechnologyevents,runscodingprogramsandtheCodeheatdevelopmentcontest.TheannualFOSSASIASummitisthepremierOpenTechnologyeventinAsiafordevelopers,contributors,start-ups,andtechnologycompanies.FOSSASIAwasfoundedin2009.","url":"https://fossasia.org","logo":"//lh3.googleusercontent.com/hYP83k9BWNrIyPa0eE-DYgzk0sWBOPa__03xGMUUQM6mj3N2w9zXDnNdOEFJ4SvX56U1LqXRiPga7nU20A_NBxcusVkghzs"},"author":{"@type":"Person","name":"AkshatGarg"}},"345":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImplementPowerpanelingnome-usage","description":"gnome-usageisatoolforinformingusersaboutsystemstatisticsandperformance.\nThisprojectproposestoimplementthePowerpanelingnome-usage.Majorobjectivesincludedevelopingtheinfrastructuretomeasureindividualapplicationandhardwarepowerusage(inasharedlibrarysothatotherapplicationsmayalsoutilizeit),andimplementingthefrontendpanelinUsage.Bytheendofthisproject,gnome-usagewouldrepresentsignificantutilityforendusersasatoolformonitoringsystemresourceconsumption.","sponsor":{"@type":"Organization","name":"GNOME","disambiguatingDescription":"AfreedesktopenvironmentforGNU/Linux.","description":"#Non-profitorganizationthatcreatesacomputingplatformforthegeneralpublic\n\nTheGNOMEprojectbuildsthetechnologies,platform,middle-ware,applicationsandenvironmenttocreateafreesoftwaresolutionforusingyourpersonalcomputer.TheGNOMEprojectis:\n\n##Independent\n\nOurboardisdemocraticallyelected,andtechnicaldecisionsaremadebytheengineersdoingthework.Wearesupportedbymanyorganizations;employeesfromoverahundredcompanieshavecontributedsincetheprojectbegan.\n\n##Free\n\nWebelievethatsoftwareshouldbedevelopedintheopen.Ourdevelopmentinfrastructureandcommunicationchannelsarepublic,andourcodecanbefreelydownloaded,modifiedandsharedwithothers.Allourcontributorshavethesamerights.\n\n##Connected\n\nOurprojectisanimportantpartoftheFreeSoftwareecosystem.Weworkwithotherfreeprojectstocreatehigh-qualitysolutionsthatspantheentiresoftwarestack.\n\n##People-focused\n\nOursoftwareistranslatedintomanylanguagesandcomeswithbuiltinaccessibilityfeatures.Thismeansthatitcanbeusedbyanyone,regardlessofthelanguagetheyspeakortheirphysicalabilities.","url":"https://www.gnome.org/","logo":"//lh3.googleusercontent.com/PuUTd0LqAyd7EduWdbN5HFzAlSw2GGU5HR8Mu3xu2BTbWhuyHK0rDrGnxHdHWiK6mbM1yqUuB5kG8k3L_S91DVaDR6rh3pw"},"author":{"@type":"Person","name":"carpediem"}},"346":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImprovingDetectionSuitetosupportmoredatasetswithSegmentationandClassificationTools","description":"ThistoolallowsfaircomparisonofdifferentDeeplearningdetectionmodels.ThisprojectproposalaimstoexpandDetectionSuite\u2019scurrentfunctionalitytosupportmoredeeplearningFrameworkssuchasTensorflow,kerasandCaffeandmoredatasetssuchasImagenet,COCO,etc.ItalsoaimstoaddSegmentationsupporttothistoolalongwithvariousevaluationmetricsinordertocomparedifferentdetectionmodels.Foreasyinstallation,thisprojectwillalsoimprovecurrentdocumentationandcreatedebianpackages.\n[LinktoProposal](https://storage.googleapis.com/summerofcode-prod.appspot.com/gsoc/core_project/doc/6154971708391424_1522163892_JdeRobot_DetectionSuite_GSOC_2018_Proposal5.pdf?Expires=1524595248&GoogleAccessId=summerofcode-prod%40appspot.gserviceaccount.com&Signature=Je3fKB5hod0pMjKBvrn1sXq7Eb6JJ90jWAHwR50n1LtQtzQ7pmErsChc5ixvsmiaWXUMRx5o9thBLGZgCRn8%2Fb10XbaYURprRLIkBNHouG80K01LWYYe%2BNJTLNSuIff50U%2FWDvyrUdVvX6%2B50TgbQV4LOGfj%2FQMR7%2B3oQWJX4aFOWze3L3WaDfmksI0HGOQSXN9mG3HMlf5MBQ9DGhJiFTYnYiwMqN5zd0iuT%2BvNYRCW%2BXVQfWNEf9vcho7IPAoeY1uAkLLaDueoQBk5ogdrVAaxJu2N6wNJBB53qRSqXd8SrPttRLiWhzlzcE7FKz4%2BLSnOUaTGjxUZ9X08ckCMkA%3D%3D)","sponsor":{"@type":"Organization","name":"JdeRobot-UniversidadReyJuanCarlos","disambiguatingDescription":"Asoftwareframeworkfordevelopingapplicationsinroboticsandcomputervision","description":"JdeRobotisasoftwaredevelopmentframeworkforroboticsandcomputer\nvisionapplications.Thesedomainsincludesensors,actuators,andintelligentsoftwareinbetween.Ithasbeendesignedtohelpinprogrammingsuchintelligent\nsoftware.ItiswritteninC++,PythonandJavaScript,andprovidesadistributedcomponent-basedprogrammingenvironmentwheretheroboticapplicationismadeupofacollectionofseveralconcurrentasynchronouscomponents.EachcomponentmayrunindifferentcomputersandtheyareconnectedusingICE\ncommunicationmiddlewareorROS.JdeRobotisbasedonROSandusesROSdrivers.\n\nRealrobotslikeTurtleBot,drones(ArDrone,3DRsolo)andrealsensorslikecolorcameras,RGBDcameras(Kinect1,Kinect2,Xtion),RPLidar,laseraresupported.AndtheircorrespondingonesinGazebosimulator,includingalsoaFormula1andautonomouscars.\n\nGettingsensormeasurementsisassimpleascallingalocalfunction,andorderingmotorcommandsaseasyascallinganotherlocalfunction.Theplatformattachesthosecallstotheremoteinvocationonthecomponentsconnectedtothesensor\northeactuatordevices.ThoselocalfunctionsbuildtheHardwareAbstractionLayerAPI.TheroboticapplicationgetsthesensorreadingsandorderstheactuatorcommandsusingsuchHALtounfolditsbehavior.\n\nJdeRobotincludemanytools:(a)JdeRobot-Academy,asuiteforteachingroboticsandcomputervision,with20motivatingexercises;(b)VisualStates,forvisualcreationofautomatathatcontrolrobotbehavior;(c)Scratch2JdeRobot,forprogrammingadvancedrobotswithafullvisuallanguage;(d)robotteleoperators,evenwithwebtechnologies;(e)atunerforcolorfilters,etc.","url":"http://jderobot.org","logo":"//lh3.googleusercontent.com/6FSFjgdnmU31E2Ppx2xn8qYaKRFepFD31zJ7sMECmyg4el2CXZHbj-_Yryrz4usHUHCI-yiaUGwe6dRnP9ZBgY3KRqEGHGc"},"author":{"@type":"Person","name":"vinay"}},"347":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Designnetworkagnosticcommunicationprotocol","description":"Mygoalistodesignanewprotocolforqaul.net.Thecurrentprotocolisveryheavilycoupledtoolsrwhichisusedforallnetworkingtasks.TomoveawayfromolsrforcompatibilityreasonsonAndroidmeanstocreateaprotocolwhichqaul.netcanthenusetofindnetworks,manageclientdiscoveryaswellasallpayloadcommunicationandusernegotiation.","sponsor":{"@type":"Organization","name":"freifunk","disambiguatingDescription":"Freifunkisanon-commercialinitiativeforfreeandopenwirelessnetworks.","description":"Moreandmorepeoplearesingle-handedlyinstallingandmaintainingfreenetworks.EveryuserinthefreewirelessnetworkprovideshisorherwirelessLANrouterfordatatransfertootherparticipants.Inreturn,heorshecanalsotransmitdata,suchastext,musicandmoviesthroughafreeinternalnetworkoruseservicessetupbyparticipantstochat,callorplayonlinegames.Weusemeshnetworks.\n\nUmbrellaOrganisation\n-----\n\nWeactasumbrellaorganisationforotherwirelesscommunitieslike[Ninux](http://ninux.org),[qaul.net](http://qaul.net),[Guifi.net](http://guifi.net)or[WLANSlovenija](https://wlan-si.net/)andcommunitesdevelopingsoftwareweextensivlyuselike[OpenWRT](https://openwrt.org/),[OLSR](http://www.olsr.org/mediawiki/index.php/Main_Page),[BATMAN](https://www.open-mesh.org/projects/open-mesh/wiki),[libremesh](http://libremesh.org/)or[retroshare](http://retroshare.sourceforge.net/).\n\nLocalcommunitiesprovidesoftwareadaptedtotheirownneedsontheirwebsites.Therearemoreandmorefreewirelessgroupsthatmeetregularlyaccessinvillagesandcities.\n\nHardwareandSoftware\n----\n\nMostdevicesinournetworksareroutersforhomeuse.TheyshouldrunwithLEDE.Inourlocalcommunitiestherearealotofdifferentapproachesfordifferentroutingprotocols,monitoringsystemsandmapsolutions.LEDEasOSforroutersandOLSR,BATMANandBabelasroutingdaemonsareonlyafewexamplesofsoftwaredevelopedtogetherwithfreifunk.\nYoucanfindagreatvarietyoftopicswhereyoucangoonwithwirelesscommunities.We'relookingforpeopleworkingonnewhardwaredrivers,improvingroutingprotocols,developingnetworkmonitoringtoolsanduserinterfacetopicsonthewebinterfaces,helpinguswithnewfeaturesandtoolstoorganizedecentralizedcommunities.\n\nCommonfreifunkgoals\n----\n\n*Educatingandcreatingawarenessonthesubjectofcommunicationandfreedomofinformation\n*Reducingthedigitaldivide\n*Unhindereddistributionofknowledgeandresources\n*Empoweringpeopletobuildandoperatetheirownnetworks\n*Promoteandsupportexistingandnewsocialstructures\n\nAswearedecentralizedtherearesomechallenges,e.g.togetandshowinformationaboutcommunities,workingtogetherwithallthosecommunties.","url":"https://freifunk.net","logo":"//lh3.googleusercontent.com/F_FWRzu838WIU-EDb-Teq9Y7OxaJSmqqIsl_aWHUQba98QrinymiU6iwPJYKSYcw5ghNPwVN6Ln3jsukc5Cam4gizRflkw"},"author":{"@type":"Person","name":"KatharinaSabel"}},"348":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"IntegrateSpeech-to-TextwithTranslation","description":"##CurrentImplementationofSpeechtoText\nJigasijoinsameetasaseparateparticipantwhichreceivesaudiochunkswhichispassedtothe`TranscriptionService`(Googleserviceasofnow).Theretrievedtranscriptionissenttotheroomina`JSON`formatsentto`Chatroom.js`whereitispublishedtotheMUC.Finaltranscriptisalsosentasplaintextafterthemeetisover.\n\n##ProposedTranslationLayer\n-Atranslationservice(`translate.js`)willbebuiltinlib-jitsi-meeti.ewillrunontheclientsideoftheapplicationwhichwillinitiallymakeuseof`MicrosoftTranslateTextAPI`willusetheJSONmessagesreceivedandprovideaccuratetranslationinrealtime.Thiswillbesentbackto`Chatroom.js`tosendtranslatedtexttotheMUC.\n-UIforthesettingspanelrequiredinthefront-endpartoftheapplicationwillbedevelopedandintegratedbyworkingwiththe`React`components.Subtitleswithacceptabledelaywillalsobeseenhere.\n-Amechanismfordeliveringfinaltranscriptwillbedevelopedbystoringtheintermediatetranslatedtextandrenderingonceameetgetsover.","sponsor":{"@type":"Organization","name":"Jitsi","disambiguatingDescription":"ThemostinnovativeOpenSourcevideoconferencingcommunity.Period.","description":"Jitsiisasetofopen-sourceprojectsthatallowsyoutoeasilybuildanddeploysecurevideoconferencingsolutions.AttheheartofJitsiareJitsiVideobridgeandJitsiMeet,whichletyouhaveconferencesontheinternet,whileotherprojectsinthecommunityenableotherfeaturessuchasaudio,dial-in,recording,andsimulcasting.\n\nJitsiDesktop(previouslySIPCommunicator)isanaudio/videoandchatcommunicatorwritteninJava.ItsupportsprotocolssuchasSIP,XMPP,Bonjour,etc.ItimplementsarichsetofcommunicationsfeaturessuchasVideocallsandconferenceswithSIPandXMPPJingleonLinux,macOS,andWindows,calltransfers,callencryptionandmanyothers.\nTheJitsifamily,andhenceourGSoCprojectideas,alsoincludeotherprojectssuchas\nice4j.org-AnICEprotocolimplementationforrobustNATandfirewalltraversal(http://ice4j.org)\nlibjitsi-Arichaudio/videomediastackwritteninJava(https://jitsi.org/libjitsi)\nJitsiVideobridge-Avideorelayingserverthat,togetherwithJitsiallowsformulti-partyvideocallssimilartotheoneswedowithGoogleHangouts(https://jitsi.org/videobridge)\nJitsiMeet-AWebRTCJavaScriptapplicationforvideoconferencing,whichusesXMPPJingleforsignallingandJitsiVideobridgeasaserver-sidemediarouter.(https://jitsi.org/meet)\nTogetherwithFLOSSserversoftwarelikeKamailio,AsteriskandFreeSWITCH,JitsirepresentsanopenalternativetoproprietarycommunicationssystemssuchasSkype,orLiveMessenger.Ourcommunitiesoftenworktogetheronvariousproblems.\nThedevelopmentofJitsistartedattheUniversityofStrasbourg,France(http://www.unistra.fr)buthasgrowntoincludecontributorsfromallovertheworld.ManyofthemhaveactuallyjoinedaftersuccessfullyparticipatinginpreviousGSoCeditions.JitsiisbasedontheOSGi(http://osgi.org)architectureusingtheFeliximplementationfromApache,whichmakesitveryextensibleanddeveloperfriendly.","url":"https://jitsi.org","logo":"//lh3.googleusercontent.com/Mkks-mF2tZQKDrIiMOtoDeRa1b6IEl2MCrFX7a2xFlEAsDNThYWIOnLH2XBQhpXyvwia6JrIisnytm4Lut5lRQhqvJWJfXc"},"author":{"@type":"Person","name":"pvgupta24"}},"349":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"GooKeeperImplementation","description":"TheaimofthisprojectistobringSuperSnark\u2019sbrilliantgamedesigntolife-GooKeeper!InGooKeepertheplayerhastosetupandmaintainaGooZoo,whichasthenamesuggests,isazoowithdifferentvarietiesofgooeys.Theplayerhastocapturethesegooeysfromthewildusingaspecialtool,therevolutionaryPlazMaster3000intoslime-podsandbringthembacktothezoo.\nThesegooeyshavedifferentbehaviors,someareaggressive,somearepassive,andhencecapturingthemwouldhavedifferentlevelsofdifficulty,andalsodifferentpayoffsinthezoo.\nSo,themainaimoftheplayeristocaptureexoticvarietiesofgooeys,keepthemfedandhappy,andpossiblyhavethemmatewithoneanothertogivebirthtoanew,interestinggooeytype!","sponsor":{"@type":"Organization","name":"MovingBlocks","disambiguatingDescription":"Terasology:likeanopensourceMinecraft-imaginethepossibilities!","description":"#WhyTerasology\n\nWesetouttoseehowanopensourceandsuperextensiblevoxelgameinspiredbyMinecraftcouldgobeyonditandoffergameplaylikeseeninDwarfFortressorDungeonKeeper.Whatwouldmodderscomeupwithifyoucouldcreateandshipamodwithafewsimplecommands,makingitavailableimmediatelyfordownloadin-gamebyothers,inasecuresandboxedenvironment?\n\n#MinimalEngine\n\nOurengineisintendedtobeasbare-boneaspossible,evenexcludingsuchbasicsasinventory,health,creatures,orcombat.Aseriesofminimalmodulesaremeanttobebundledwiththegame'sstandarddistributiontoofferasortofvanillagameexperience,withafocusoncommonlyusedsystemsthatareoftenfragmentedandre-implementedmanytimesover.Allsuchmodulesarecommunityownedandmaintained,guaranteedtoworkwitheveryrelease.\n\n#Extensibility\n\nAnycontentiswrappedinmodulesrangingfromtinyframeworkssupportingcommonlyneededutilitytolargegameplaytemplatescommonlyreferredtoasmodpacksintheMinecraftworld,thatinturncandependondozensofthesmallerpieces,maximizingreusability.\n\nCreatinganewmoduleisaseasyasrunningasinglegradlewcommand,havingacommunityrepositorycreatedonGitHubisanothersinglerequestaway,andfetchingsourceforanysuchcommunitymoduleisyetanothersinglecommand.Dependencyresolutionissupportedwithintheengineframeworkbothfordevelopmentandforruntimeusage,includingauto-downloadingfromarunninggameservertoconnectingclients.","url":"http://terasology.org","logo":"//lh3.googleusercontent.com/yo_K66LOna5NiriW6abGEwpJSJn0ILDs_R_ZSBaCqv1N6rLiXgEhUK16-IPh2f3RPmRlsEc-1QwN7PjNIvYKsBhuR9YwWw"},"author":{"@type":"Person","name":"ShreyasIyer"}},"350":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Extending\u201cLightandShadow\u201dGameplayandFunctionality","description":"MygoalforGoogleSummerofCodeistoworkonimprovementsforthecurrentLightandShadowmodule.Myhopefortheendofthesummeristocreateaminimalviableproductthatimplementsuniqueassets,gameplay,leveldesign,andmechanics,andcanserveasanewmodeofgameplayforTerasology.","sponsor":{"@type":"Organization","name":"MovingBlocks","disambiguatingDescription":"Terasology:likeanopensourceMinecraft-imaginethepossibilities!","description":"#WhyTerasology\n\nWesetouttoseehowanopensourceandsuperextensiblevoxelgameinspiredbyMinecraftcouldgobeyonditandoffergameplaylikeseeninDwarfFortressorDungeonKeeper.Whatwouldmodderscomeupwithifyoucouldcreateandshipamodwithafewsimplecommands,makingitavailableimmediatelyfordownloadin-gamebyothers,inasecuresandboxedenvironment?\n\n#MinimalEngine\n\nOurengineisintendedtobeasbare-boneaspossible,evenexcludingsuchbasicsasinventory,health,creatures,orcombat.Aseriesofminimalmodulesaremeanttobebundledwiththegame'sstandarddistributiontoofferasortofvanillagameexperience,withafocusoncommonlyusedsystemsthatareoftenfragmentedandre-implementedmanytimesover.Allsuchmodulesarecommunityownedandmaintained,guaranteedtoworkwitheveryrelease.\n\n#Extensibility\n\nAnycontentiswrappedinmodulesrangingfromtinyframeworkssupportingcommonlyneededutilitytolargegameplaytemplatescommonlyreferredtoasmodpacksintheMinecraftworld,thatinturncandependondozensofthesmallerpieces,maximizingreusability.\n\nCreatinganewmoduleisaseasyasrunningasinglegradlewcommand,havingacommunityrepositorycreatedonGitHubisanothersinglerequestaway,andfetchingsourceforanysuchcommunitymoduleisyetanothersinglecommand.Dependencyresolutionissupportedwithintheengineframeworkbothfordevelopmentandforruntimeusage,includingauto-downloadingfromarunninggameservertoconnectingclients.","url":"http://terasology.org","logo":"//lh3.googleusercontent.com/yo_K66LOna5NiriW6abGEwpJSJn0ILDs_R_ZSBaCqv1N6rLiXgEhUK16-IPh2f3RPmRlsEc-1QwN7PjNIvYKsBhuR9YwWw"},"author":{"@type":"Person","name":"DeviAcharya@dacharya64"}},"351":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImplementingNWP-anaddressresolutionprotocolforXIA.","description":"Theaimofthisprojectistoimplementauserspaceversionofthe*NeighbourhoodWatchProtocol*(NWP),whichmapsAutonomousDomain(AD)XIDstoEtherXIDs.","sponsor":{"@type":"Organization","name":"BostonUniversity/XIA","disambiguatingDescription":"CrowdsourcingthefutureInternet","description":"FindingthesuccessorofTCP/IPistheultimategoalofourproject.Todoso,wehavedevelopedanewprotocolstack,XIA.Toreachthisdestination,wearebothrefiningourcodebaseandworkingtomeetunfulfilleddemandsofreal-worldnetworks.Forexample,ourcurrentshort-termgoalistodevelopaDDoSprotectionsystem.Atthesametime,weareaddingstate-of-the-artalgorithmsanddatastructurestoincreasethespeedandflexibilityofXIA.WehopethatthisiterativerefinementwillmakeXIAanenticingchoiceforthefutureofnetworking.\n\nTheXIAprojectwasestablishedin2010asacollaborationbetweenBostonUniversity(BU),CarnegieMellonUniversity,UniversityofWisconsin-Madison,andDukeUniversity.LinuxXIA,thenativeimplementationofXIAintheLinuxkernel,becameaprojectmemberofSoftwareFreedomConservancyin2016.\n\nPranavGoswami,oneofourpreviousstudents,hassummarizedthegrowthexperiencethatGSoChasbroughttohimandotherofourstudentsinthefollowingtestimonial:\n\n\u201cWorkinginGSoCasastudent(2015)andthenasamentor(2017)forLinuxXIAhasbeenrewardinginmanyaspectsand,throughoutthisjourney,Ihavegrownalotandlearnedalot.Startingoutasastudent,IwasguidedveryproficientlybyMichel,Qiaobin,John,andCodythroughouttheprogram.This,inturn,boostedmyconfidenceandimprovedmycommunicationaswellascodingstandard.Italsogavemein-depthknowledgeaboutthekerneldevelopmentandusingpresenttechnologiestobuildfutureideas.LinuxXIAgivesampleopportunitiestoimproveandtakechargeintheprocess.Aftersuccessfullycompletingtheprogramtheteamtrustedmetotakeamorechallengingroleasamentor.Theirbeliefmotivatedmetoworkharderanddelivermoretomymentees.Thisexperiencehashelpedmedevelopmyoverallprofile.AsaGSoCorganization,Icouldn'thaveaskedformore.Thankyou,XIAteam!\u201d","url":"https://github.com/AltraMayor/XIA-for-Linux/wiki","logo":"//lh3.googleusercontent.com/5pSgr94K_LHENfQz9wakTsfWeMnoBDd09U1D2sxCPFu1yrLIxbRVCjTjlkv0EPr5PEyXi6E1Ou_ELN47SrihvvSUJRtm8g"},"author":{"@type":"Person","name":"VibhavPant"}},"352":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImprovingtheServerFacade","description":"DuringGooglesummerofcode2017,onestudentworkedonmakingabackendthatexposesinformationaboutTerasologyservers.HealsomadeafrontendusingtheReactXPframework,whichcanbuildtomultipleplatforms,suchasweb,Android,andiOS.However,thebackenditselfneedssomeseriousworktobeconsideredacceptableforendusers.Thatiswhatthisprojectisgoingtotrytohelpaccomplish.","sponsor":{"@type":"Organization","name":"MovingBlocks","disambiguatingDescription":"Terasology:likeanopensourceMinecraft-imaginethepossibilities!","description":"#WhyTerasology\n\nWesetouttoseehowanopensourceandsuperextensiblevoxelgameinspiredbyMinecraftcouldgobeyonditandoffergameplaylikeseeninDwarfFortressorDungeonKeeper.Whatwouldmodderscomeupwithifyoucouldcreateandshipamodwithafewsimplecommands,makingitavailableimmediatelyfordownloadin-gamebyothers,inasecuresandboxedenvironment?\n\n#MinimalEngine\n\nOurengineisintendedtobeasbare-boneaspossible,evenexcludingsuchbasicsasinventory,health,creatures,orcombat.Aseriesofminimalmodulesaremeanttobebundledwiththegame'sstandarddistributiontoofferasortofvanillagameexperience,withafocusoncommonly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sthatprovideplatformsforcollaborationbetweenourcontributors;andtakepartinpanelsandtalksthatspreadthewordabouttheneedfordiversityinthesefields.\n\nAtourcoreisthephilosophyandpoliticsoffree,libre,open-sourcesoftware.Weseesoftwareasamedium,somethingthatconnectstwothings.Weviewitasameansforthinkingandmaking.Webelieveitshouldbefree.Webelievethatlearningtoprogramisnotaboutacquiringacertainskillset,butisinsteadacreativeandexploratoryprocess.Webelievesoftware,andthetoolstolearnit,shouldbeaccessibletoeveryone.Webelievesoftwareliteracyandanunderstandingofmediaofallkindsisessentialknowledgefortoday.","url":"http://processingfoundation.org","logo":"//lh3.googleusercontent.com/xbNNxmOK9vsF1Nh34aDV_VJQHzEOSgCleG99BfkwL48oanpg9NFAiPxkEUp_j19nryhNnU_EgvRv02R1AcLeHNLg6IHEFic"},"author":{"@type":"Person","name":"Sithe"}},"357":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"CodeBetter","description":"ToimplementCompleteJava10supporttomakesurePMDisthereforalltheamazingdeveloperswhoupgradetothenewJavaversion.\n\nAndcreateanImprovedUIdesignertohelpevennovicejavadeveloperstoharnessthepowerofPMDandhelpthemcodebetter.","sponsor":{"@type":"Organization","name":"PMD","disambiguatingDescription":"Anextensiblecross-languagestaticcodeanalyzer.","description":"PMDisastaticcodeanalyzer.Itfindscommonprogrammingflaws,sub-optimalcodeandcodestyleissuesinmultiplelanguages.Forexample,itcanhighlightunusedvariables,emptycatchblocksortoocomplexcode,justtonameafew.\n\n#ProgrammingLanguages\nInitiallyPMDstartedouttobeaJava-onlycodeanalyzer.Butnowadays,itfullysupports8languages:Java,JavaScript,Salesforce.comApexandVisualforce,PLSQL,ApacheVelocity,XMLandXSL.Alllanguagesprovidemanyrules,thatyoucanimmediatelyusetocheckyoursourcecode.\n\n#Copy-Paste-Detector\nAdditionallyitincludesCPD,thecopy-paste-detector.CPDfindsduplicatedcodeinalltheabovelanguagesandadditionallyinC,C++,C#,Groovy,PHP,Ruby,Fortran,Scala,ObjectiveC,Matlab,Python,Go,andSwift.\n\n#Usage\nPMDhasover50000monthlydownloadsandisactivelyusedbymanyopensourceandclosedsourceprojects.ItisintegratedintomostcommonbuildtoolslikeMaven,GradleandAnt,butitcanalsobeusedfromthecommandline.IntegrationsintoCIsystemssuchasJenkinscanprovidecomparisonsbetweenbuildstoseequalityimprovementsordegradationovertimebasedontheissuesfoundbyPMD.Whenintegratedintothebuild,PMDcanserveasaqualitygate.\n\n#Extensibility\nPMDcomesoutoftheboxwithmanyrulesintheareaofcodedesign,optimizations,namingandmanymore.Itprovidesaflexibleinfrastructuretocustomizetheexistingrulesviapropertiesandtodefinecompletelynewcustomrules.Therulescanbeorganizedinrulesets,whichcanbesharedwithinasoftwareproject,sothateverydeveloperisusingthesamePMDconfiguration.\n\nAninnovativeapproachallowstodefinePMDrulesusingasingleXPathexpression,allowingdeveloperstodosowithouthavingtowritecodeordealwithPMDinternals.PMDshipswithadesignertooltohelpbuildandtestsuchexpressions.MorecomplexrulescanbecodedinJavausingavisitorpatternovertheanalyzedcode.","url":"https://pmd.github.io/","logo":"//lh3.googleusercontent.com/sJpfX1a-zzHjEFvCEHCLLRGYUCJqlpPhQDnTLeR2JnE_GcvYx34lV6BgLivE9i8vLPV2-718NMw8JDKzG-OEbXFFaaPwSQ"},"author":{"@type":"Person","name":"AkshatBahety"}},"358":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"RESTfulSubmissionofFormsinHTMLFormEntry","description":"ThisprojectmainlyinvolvesREST-ifyingthecurrentAPIsthattheHTMLFormEntrymoduleoffers.TheseRESTendpointswillenableuserstoreplicatealltheformsubmissionandotherformrelatedactionswithouttheneedforlegacyhtmlformsubmission.\nThePrimaryObjectiveofthisprojectisto:\nExtendtheHTMLFormEntryModuletoallowsubmissionofHTMLformsviaRESTfulAPIstherbyRestifyingallthecurrentAPIendpoints.\nDevelopaproofofconceptOWAallowingbasicdataentrytosubmitHTMLformsthroughtheAPIsothattheAPIcanbethoroughlytested.","sponsor":{"@type":"Organization","name":"OpenMRS","disambiguatingDescription":"Writecode.Savelives.","description":"Ourworldcontinuestoberavagedbyapandemicofepicproportions,asover40millionpeopleareinfectedwithordyingfromHIV/AIDS--most(upto95%)areindevelopingcountries.PreventionandtreatmentofHIV/AIDSonthisscalerequiresefficientinformationmanagement,whichiscriticalasHIV/AIDScaremustincreasinglybeentrustedtolessskilledproviders.Whetherforlackoftime,developers,ormoney,mostHIV/AIDSprogramsindevelopingcountriesmanagetheirinformationwithsimplespreadsheetsorsmall,poorlydesigneddatabases...ifanythingatall.Tohelpthem,weneedtofindawaynotonlytoimprovemanagementtools,butalsotoreduceunnecessary,duplicativeefforts.Asaresponsetothesechallenges,OpenMRSformedin2004asaopensourcemedicalrecordsystemframeworkfordevelopingcountries--atidewhichrisesallships.Overthepastdecade,OpenMRShasbeenadaptedandusedbeyondHIV/AIDSforTB,Ebola,maternal-childhealth,andchroniccare.OpenMRSisamulti-institution,nonprofitcollaborativeledbyorganizationssuchasRegenstriefInstitute,Inc.(regenstrief.org),aworld-renownedleaderinmedicalinformaticsresearch,andPartnersInHealth(pih.org),aBoston-basedphilanthropicorganizationwithafocusonimprovingthelivesofunderprivilegedpeopleworldwidethroughhealthcareserviceandadvocacy.Wehavealsoformedanon-profit,OpenMRS,Inc.,whosemissionistosupporttheworldwideOpenMRScommunity.Theseteamsnurtureagrowingworldwidenetworkofindividualsandorganizationsallfocusedoncreatingmedicalrecordsystemsandacorrespondingimplementationnetworktoallowsystemdevelopmentselfreliancewithinresourceconstrainedenvironments.Todate,OpenMRShasbeenimplementedindozensofdevelopingcountries,includingSouthAfrica,Kenya,Rwanda,Lesotho,Uganda,Tanzania,Haiti,Mozambique,SierraLeone,andIndia.","url":"https://openmrs.org/","logo":"//lh3.googleusercontent.com/EJ7vLvAQgTYtEf213LNLThezRCTdu8dPMY2n5X9I_1kNMQdV9pfz9D_GBk1dTv3RSiOsEo6KmKnRbnf1wNMOW3hsAnQ4Og"},"author":{"@type":"Person","name":"PiyushKundnani"}},"359":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"BuildingAnalyticalToolforSUSI.AI","description":"\u00b7Analyzinguserengagement.\n\u00b7SentimentalAnalysisonchats.\n\u00b7AnalyzingthecorrectnessofSUSIreplies(thumbsup/thumbsdown).\n\u00b7IntegratinggrafanaforserveranalyticsandDatavisualization&Monitoring.\n\u00b7Statisticsofrealtimetraffic.","sponsor":{"@type":"Organization","name":"FOSSASIA","disambiguatingDescription":"ImprovePeople'sLives","description":"FOSSASIAdevelopsOpenSourcesoftwareandhardwareforconversationalAIs,scienceandeventmanagementwithaglobaldevelopercommunityfromitsbaseinAsia.TheorganizationalsoorganizesOpenTechnologyevents,runscodingprogramsandtheCodeheatdevelopmentcontest.TheannualFOSSASIASummitisthepremierOpenTechnologyeventinAsiafordevelopers,contributors,start-ups,andtechnologycompanies.FOSSASIAwasfoundedin2009.","url":"https://fossasia.org","logo":"//lh3.googleusercontent.com/hYP83k9BWNrIyPa0eE-DYgzk0sWBOPa__03xGMUUQM6mj3N2w9zXDnNdOEFJ4SvX56U1LqXRiPga7nU20A_NBxcusVkghzs"},"author":{"@type":"Person","name":"AnupKumarPanwar"}},"360":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Comprehensivetestsuite","description":"Thepointofthisprojectisaboutcoverageofbranchesofparsersaswellascornercases.Inotherwords,therearemainlytwoparts.Atfirst,addtestsfornewlyaddedfunctions,features(newfeaturesforthetestsuiteitself,too),etc.Secondly,improveexistingtestcaseswiththeaimatcornercases(typeofvariables,issuesrelatedtopointers,signedness,etc).","sponsor":{"@type":"Organization","name":"strace","disambiguatingDescription":"linuxsyscalltracer","description":"straceisadiagnostic,debuggingandinstructionaluserspaceutilitywithatraditionalcommand-lineinterfaceforLinux.ItisusedtomonitorandtamperwithinteractionsbetweenprocessesandtheLinuxkernel,whichincludesystemcalls,signaldeliveries,andchangesofprocessstate.Theoperationofstraceismadepossiblebythekernelfeatureknownas[ptrace](http://man7.org/linux/man-pages/man2/ptrace.2.html).\n\nstraceisoneofthelongestrunningfreesoftwareprojectsandstartedevenbeforeLinuxstarted.\n\nstraceisanimportanttoolfordebuggingandtracingdeployedonmostLinuxdistributionswithasmallcommunityofactivecontributors.","url":"https://strace.io","logo":"//lh3.googleusercontent.com/QZ73OrqK0YTUSl7TSp1O6TgYBLz-JH6Q_K8xmEJ42y_c3DWua7q5wXbUHVikBmmwXS-pVTElTG9dH5Xg308ggRT6Qrb8et8"},"author":{"@type":"Person","name":"ZhibinLi"}},"361":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ConfigurationofLightweightSitesComponentsusingAnsible","description":"LightweightSitesisaprojectatCERNthatenablesthequicksetupofnewsitesonthegrid.Often,alotoftimeisspentinsettingupnewsiteswithsignificantinputsfromteamsatCERNandattheorganizationoperatingthesite.LightweightSitesabstractsawayandconsolidatesresourcestoaidthesetup.Toachievethis,aLightweightSitesSpecificationdocumenthasbeencreatedthatwillallowthesoftwareconfigurationoftheentiresitethroughacentralmodule.ThiswouldbetheLevel1configuration.Inaddition,otherLightweightSitesComponentswouldbecreatedaccordingtospecifications.Onesuchcomponentincludestherepositoriesforcontainersofdifferentcomputeelements(CE),batchsystems,workernodes(WN),etc.ThesecontainersarealsoconfiguredandcomprisetheLevel2configurations.Inthepast,YAIM,anin-houseconfigurationtoolhasbeenusedforLevel2configurations.Inthisproject,inadditiontosettingupLevel1configuration,popularconfigurationtoolslikeAnsibleandPuppetwouldbeusedforLevel2configuration,replacingYAIM.ThismigrationwouldcontributetotheprojectbymakingiteasiertoconfigurenewLightweightSites.","sponsor":{"@type":"Organization","name":"CERN-HSF","disambiguatingDescription":"UmbrellaorganizationforParticle(High-energy)Physics-relatedprojects","description":"CERN-HSF(High-EnergyPhysicsSoftwareFoundation)istheumbrellaorganizationforhigh-energyphysics-relatedprojectsinGSoC.TheHEPSoftwareFoundation(http://hepsoftwarefoundation.org/)facilitatesthecoordinationofcommoninternationaleffortsinhigh-energyphysicssoftwareandcomputing.\n\nCERN(EuropeanOrganizationforNuclearResearch,http://www.cern.ch)hasparticipatedinGSoCsince2011astheCERN-SFTgroup,whichprovidescommonsoftwareforCERN'sexperiments.In2017,theprogramexpandedtoincludemanysoftwareprojectsfromthe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bothbasedonTensorflow,wecanactuallyreferbothofthearchitectureswhendesigningourownnetwork.Inthisproject,wecanuseTHCHS-30,ChinesenewsfromtwoCCTVchannels,twoHunanregionalchannels,andoneChangshalocalchanneltotrainourmodel.","sponsor":{"@type":"Organization","name":"RedHenLab","disambiguatingDescription":"ResearchonMultimodalCommunication","description":"RedHenLabisadistributedconsortiumofresearchersinmultimodalcommunication,withparticipantsallovertheworld.Weareseniorprofessorsatmajorresearchuniversities,seniordevelopersintechnologycorporations,andalsojuniorprofessors,postdoctoralstudents,graduatestudents,undergraduatestudents,andevenafewadvancedhighschoolstudents.RedHendevelopscodeinNaturalLanguageProcessing,audioparsing,computervision,andjointmultimodalanalysis.\n\nRedHen'smultimodalcommunicationresearchinvolveslocating,identifying,andcharacterizingauditoryandvisualelementsinvideosandpictures.Wemayprovideannotatedclipsorimagesandpresentthechallengeofdevelopingthemachinelearningtoolstofindadditionalinstancesinamuchlargerdataset.Someexamplesaregestures,eyemovements,andtoneofvoice.Wefavorprojectsthatcombinemorethanonemodality,buthaveaclearcommunicativefunction--anexamplewouldbefloor-holdingtechniques.Onceafeaturehasbeensuccessfullyidentifiedinourfulldatasetofseveralhundredthousandhoursofnewsvideos,cognitivelinguists,communicationscholars,andpoliticalscientistscanusethisinformationtostudyhigher-levelphenomenainlanguage,culture,andpoliticsanddevelopabetterunderstandingofthefullspectrumofhumancommunication.Ourdatasetisrecordedinalargenumberoflanguages,givingRedHenaglobalperspective.\n\nForGSoC2018,weinviteproposalsfromstudentsforcomponentsforaunifiedmultimodalprocessingpipeline,whoseaimistoextractinformationfromtext,audio,andvideo,andtodevelopintegrativecross-modalfeaturedetectiontasks.RedHenLabisdirectedjointlybyFrancisSteen(UCLA)andMarkTurner(CaseWesternReserveUniversity).","url":"http://redhenlab.org","logo":"//lh3.googleusercontent.com/vlmM_3zq2IInjm-ehx2_t3xFaYNAi9Fn7CnAkazxQvvrovmQqqgBiiwXJoKrcXO2fAxJZ87rZkSM6Gbws6gqNf9ax7-cHQM"},"author":{"@type":"Person","name":"CynthiaHsu"}},"441":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImplementRESTfulAPIandwebuiinterfaceinNemo","description":"ApacheNemo(incubating)isadataprocessingsystemthatsupportsvariousdeploymentcharacteristics,byeasilycustomizingtranslationofadataflowprogramintoaphysicalexecutionplan.SupportingRESTfulAPIandwebinterfacecanhelpApacheNemoto:\n*Provideeasywaytoinspectcompilerpassesandruntimemodulesfordevelopers.\n*ProvideintuitivewaytointrospectthebehaviourofNemostackandtomakereasonabledecisionontheirconfigurationforapplicationwritersandclusteroperators.","sponsor":{"@type":"Organization","name":"ApacheSoftwareFoundation","disambiguatingDescription":"Providingopensourcesoftwaretothepublicfreeofcharge","description":"TheFoundationprovidesanestablishedframeworkforintellectualpropertyandfinancialcontributionsthatsimultaneouslylimitscontributorspotentiallegalexposure.Throughacollaborativeandmeritocraticdevelopmentprocess,Apacheprojectsdeliverenterprise-grade,freelyavailablesoftwareproductsthatattractlargecommunitiesofusers.ThepragmaticApacheLicensemakesiteasyforallusers,commercialandindividual,todeployApacheproducts.","url":"https://apache.org","logo":"//lh3.googleusercontent.com/Ts05O7XpiUbt2I8JQlpAp2lVKVTRp-dsfu0FH9-FJouJud6XN6jSlkdnoBfiTE31BnIl8j75CXTF2RLgvhdPQC6s5COZFmDH"},"author":{"@type":"Person","name":"JaeHyeonPark"}},"442":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"FabBits","description":"FabBitsisbeastandalonecross-platformsoftwarecapableoffindingcertaininterestingbitsfrommovies/shows,soccer,andbasketball.Followingarethethingsitwillbeabletodetect-\n1.Actionsequencesinmovies/shows\n2.Differentsettingsinmovies/shows\n3.Actor-specificscenesinmovies/shows\n4.Jokesinsitcoms\n5.Slo-mosinSports\n6.GoalsinSoccer\n7.GoalmissesinSoccer\n8.ThreepointersinBasketball","sponsor":{"@type":"Organization","name":"CCExtractorDevelopment","disambiguatingDescription":"Experimentingwithvideosoftwareandhardware,subtitles,imaging,cloud...","description":"CCExtractorisoriginallyanorganizationaboutsubtitlesandaccessibility(our\"official\"descriptionbelow).However,we'redoinglotsofotherthingsthatarerelated,includingtinkeringwithopenvideohardware(JokerTV),imaging(OCR),andmore.Sowehaveprojectsthatcoverarangeofinterests,despiteourcoretoolbeingthemostamazingsubtitleextractor.\n\nAndnow,theofficialdescription:Whetherit'sbecauseyouarelearninganewlanguage,havehearingproblemsorjustataloudplace,subtitlesareanessentialpartofenjoyingTVandmoviesforaalotofpeople.There'splentyoftoolstomanageaudio/video,butwhenitcomestosubtitles,thefewtoolsthatexistareclosedsourceandextremelyexpensive.CCExtractoristheonetoolthatisfree,portable,opensourceandcommunitymanagedthatcantakearecordingfromaTVshowandgenerateanexternalsubtitlefileforit.Ifyouregularlywatchcontentwithsubtitlesyoudownloadfromfansites-youshouldknowthatthesourcefileismostlikelygenerat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ProgrammingLanguagesandIDE](https://projects.eclipse.org/technology-type/language),and[Runtimes](https://projects.eclipse.org/technology-type/runtime)likeJettyand[EE4J](http://www.eclipse.org/ee4j)(currentlyknownasJavaEE).\n\nForthosestudentsinterestedinresearch,wehaveanentireworkinggroupfocusedon[Science](https://projects.eclipse.org/projects/science)whereresearchesfromsomeoftheworld'smostprestigiouslabsdoopensourcedevelopmenttosupporttheirresearchareas.\n\nYou'veprobablyheardaboutourmarket-leadingsoftwaredevelopmenttools;wehavethat,andsomuchmore...","url":"http://www.eclipse.org","logo":"//lh3.googleusercontent.com/TvFZZMkWXft8C--rM1IjKgFYgvny2Zdy8q-bQS0-uZGgGNnclU7J0EjOoDUYyXRHpphNRFA8E24xGbt6w6SFkqF-bQnBjCU"},"author":{"@type":"Person","name":"Tony"}},"526":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"UsabilityHero","description":"TheaimoftheprojectistoimprovetheusabilityaspectofTEAMMATES.Inparticular,tweaktheUIstopreventregularusersbeingoverwhelmedwithadvancefeatures.Also,improvetheavailabilityandaccuracyofuserhelp.ThisincludesgoalssuchasimprovingusabilityofUI,providingcontext-specifichelp,improvinguserguide,reducingbrittlenessofdocumentationtonameafew.","sponsor":{"@type":"Organization","name":"TEAMMATES@NationalUniversityofSingapore","disambiguatingDescription":"Anonlinefeedbackmanagementsystemforeducation","description":"TEAMMATESisanawardwinningonlinefeedbackmanagementsystemforeducation,usedbyover200kusers.ItisafreeJavaEESaaSapplicationthatrunsontheGoogleAppEngine.TEAMMATESwonthegrandprizeattheOSSWorldChallenge2014andtookpartinGSoCs2014-17asamentoringorganization.\n\nOneofthemainaimsofTEAMMATES(theproject)istotrainstudentsincontributingtonon-trivialOSSproductionssystem.TEAMMATEShasreceivedcontributionsof300+studentdevelopersandhavedonemorethan200releasesoverasixyearperiod.\n\nBecauseTEAMMATES(theproduct)isasoftwareforstudentsbystudents,studentscanrelatetotheproblemdomainbetter.Thescaleofthesystemisbigenough(~125KLoC)withoutbeingoverwhelminglybig.\n\nThe[TEAMMATESproject](https://github.com/TEAMMATES/teammates)isbasedintheSchoolofComputing,NationalUniversityofSingapore.Productwebsite:[http://teammatesv4.appspot.com/](http://teammatesv4.appspot.com/)","url":"https://github.com/teammates/teammates","logo":"//lh3.googleusercontent.com/pz4Ocy5Fecbn-NxUtEcmoTho3TbUpKOD1DergUMEZSUNq7NHevuRcB0hkiDEbnmfZCrmJ7C4_3gKfEJpwK75h5zlc2DYa74"},"author":{"@type":"Person","name":"MuditGupta"}},"527":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Automatedauthenticationdetectionandconfiguration","description":"TheOWASPZedAttackProxy(ZAP)isoneoftheworld\u2019smostpopularandbestmaintainedfreesecuritytool.Ithasextensivesupportforbothautomatedandmanualpen-testingofwebapplications.Onesuchsupportisautomaticreauthenticationwhentheapplicationterminatesthesessionbeingusedfortesting,eitherdefensivelyorforotherreasonssothatsubsequentrequestsareineffectiveuntilthesessionisrestored.Withthecurrentimplementation,ausermustmanuallyconfigureZAPtohandleauthentication.Thisistime-consuminganderror-prone.ThisprojecttargetstoallowZAPtohelpdetectloginandregistrationpagesandprovidemoreassistancewhenconfiguringauthentication,ideallybeingabletocompletelyautomatethetaskforasmanysortsofwebappsaspossible.\n\nExpectedResults:\n\u2022Automaticdetectionofloginandregistrationpages.\n\u2022Awizardtowalkusersthroughtheprocessofsettingupauthentication,withasmuchassistanceaspossible.\n\u2022Anoptiontocompletelyautomatetheauthenticationprocess,forasmanyauthenticationmechanismsaspossible.","sponsor":{"@type":"Organization","name":"OWASPFoundation","disambiguatingDescription":"OWASP,TheOpenWebApplicationSecurityProject.","description":"TheOWASPFoundationcameonlineonDecember1st2001itwasestablishedasanot-for-profitcharitableorganizationintheUnitedStatesonApril21,2004toensuretheongoingavailabilityandsupportforourworkatOWASP.OWASPisaninternationalorganizationandtheOWASPFoundationsupportsOWASPeffortsaroundtheworld.OWASPisanopencommunitydedicatedtoenablingorganizationstoconceive,develop,acquire,operate,andmaintainapplicationsthatcanbetrusted.AlloftheOWASPtools,documents,forums,andchaptersarefreeandopentoanyoneinterestedinimprovingapplicationsecurity.Weadvocateapproachingapplicationsecurityasapeople,process,andtechnologyproblembecausethemosteffectiveapproachestoapplicationsecurityincludeimprovementsinalloftheseareas.Wecanbefoundatwww.owasp.org.\n\n\nOWASPisanewkindoforganization.Ourfreedomfromcommercialpressuresallowsustoprovideunbiased,practical,cost-effectiveinformationaboutapplicationsecurity.OWASPisnotaffiliatedwithanytechnologycompany,althoughwesupporttheinformeduseofcommercialsecuritytechnology.Similartomanyopen-sourcesoftwareprojects,OWASPproducesmanytypesofmaterialsinacollaborativeandopenway.TheOWASPFoundationisanot-for-profitentitythatensurestheproject'slong-termsuccess","url":"https://www.owasp.org/index.php/Main_Page","logo":"//lh3.googleusercontent.com/P7KtwG37uUNdfdMX-zmU1WQZ-mgcRs--_TP8k1yvwMaMrCEuYfiD1uAx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"}},"533":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"GoogleSummerofCode2018:Livehistogram,waveform,vectorscope","description":"TheAXIOMBetafeaturesasmallprogramcalledcmv_hist3thatcalculatesrawhistogramvaluefromcurrentimageinrealtimeprocessingpipeline.Thetaskistoimprovethistoolwithanewfeature(cropimageandextracthistogramfromthatselection).\nNextstepistocreatetoolforwaveformandvectorscope.Waveformtoolwillbeusedtodisplaybrightnessorluminanceofanimage.Whilevectorscopetoolwillbeusefulforcolorinformation.","sponsor":{"@type":"Organization","name":"ApertusAssociation","disambiguatingDescription":"OpenTechnologyforProfessionalFilmProduction","description":"Thegoaloftheawardwinningapertus\u00b0projectistocreatefreeandopentechnologyfortodaysprofessionalcinemaandfilmproductionlandscapeandmakeallthegeneratedknowledgefreelyavailable.ItallstartedwithcreatinganopenmodularcamerasystemconsistingofseveralhardwareandsoftwarepartsusingElphelhardware.NowwiththeeffortstobuildtheveryfirstopendigitalcinemacameraAXIOMfromscratchtheapertus\u00b0projecthasevolvedtothenextlevel:intoaplatformforfilm-makers,creativeindustryprofessionals,artistsandenthusiasts.apertus\u00b0ismorethanjustasoftware/hardwarecollection,it'saknowledgelibrary,anecosystemofpeoplesupportingeachotherandadvocatingfreedom.","url":"http://www.apertus.org","logo":"//lh3.googleusercontent.com/3gCWWIug95-3Lllj05wOGualpzNxzK0i0PTQPDa0TWx68ajGLShKzYa9CiOdL4KsOm5vg55WQ_CapSxYITthcG1ywjCNQFM"},"author":{"@type":"Person","name":"ItiShree"}},"534":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"IterativeHardthresholdingforGeneticAnalysis","description":"Recentadvancesinmolecularbiotechnologiesdemandfastandinnovativealgorithmstoanalyze\nthemeffectively.Onepromisingproximal-typealgorithmisiterativehardthresholding(IHT).Itis\nespeciallywellsuitedtotheanalysisofmodernhigh-dimensionaldatasetscommoningenomics,\nandwasrecentlyimplementedinJuliaasIHT.jlforbothnumericandgenomicdata.Comparedto\nrelatedpackages,thecurrentIHTimplementationexcelsinaspectssuchasmemorymanagement\nandmodelselection,butlacksimportantanalysisfeaturessuchasgroupselectionrelevantto\ngenomicanalysis.Hence,IHT.jlisripeforimprovement.","sponsor":{"@type":"Organization","name":"NumFOCUS","disambiguatingDescription":"OpenCode=BetterScience","description":"NumFOCUSsupportsandpromotesworld-class,innovative,opensourcescientificsoftware.Mostindividualprojects,eventhewildlysuccessfulones,findtheoverheadofanon-profittobetoolargefortheircommunitytobear.NumFOCUSprovidesacriticalserviceasanumbrellaorganizationforthisprojects.\r\n\r\nThefollowingprojectswillbeparticipatingundertheNumFOCUSumbrella:\r\n\r\n-[Cantera](http://cantera.org/)-Canteraisalibrarytosolveproblemsinvolvingthermodynamics,chemicalkinetics,andtransport.\r\n-[conda-forge](https://conda-forge.org)-Acommunityledcollectionofrecipes,buildinfrastructureanddistributionsforthecondapackagemanager.\r\n-[DataRetriever](http://www.data-retriever.org)-TheDataRetrieverisapackagemanagerfordata.\r\n-[FEniCSProject](https://fenicsproject.org)-FEniCSisanautomatedfiniteelementlibraryusedtosolveequationsusedinmodeling,featuringadomain-specificlanguageandautomatedcodegeneration.\r\n-[Gensim](https://github.com/RaRe-Technologies/gensim)-\"TopicModellingforHumans.\"Gensimisanopen-sourcePythonlibraryfortopicmodelling,documentindexingandsimilarityretrievalwithlargecorpora.\r\n-[Julia](https://julialang.org)-Juliaisahigh-level,high-performancedynamicprogramminglanguagefornumericalcomputing.Itprovidesasophisticatedcompiler,distributedparallelexecution,numericalaccuracy,andanextensivemathematicalfunctionlibrary.\r\n-[MDAnalysis](https://www.mdanalysis.org)-MDAnalysisisaPythonlibrarytoanalyzetrajectoriesfrommoleculardynamics(MD)simulations.\r\n-[PyMC3](http://docs.pymc.io)-PyMC3isapythonmoduleforBayesianstatisticalmodelingandmodelfittingwhichfocusesonadvancedMarkovchainMonteCarloandvariationalfittingalgorithms.\r\n-[Stan](http://mc-stan.org)-Stanisaprobabilisticprogramminglanguagefordataanalysis,enablingautomaticinferenceforalargeclassofstatisticalmodels.\r\n-[Shogun](http://shogun.ml)-Shogunisandopen-sourcemachinelearninglibrarythatoffersawiderangeofefficientandunifiedmachinelearningmethods.\r\n-[yt](http://yt-project.org)-ytisacommunity-developedanalysisandvisualizationtoolkitforexaminingdatasetsinavarietyofscientificdisciplines.\r\n\r\nVisitour[page](https://github.com/numfocus/gsoc)formoreinformation.","url":"https://www.numfocus.org","logo":"//lh3.googleusercontent.com/HVjtQ2I4zfHth4wsGMFWynoFYktTBGviap7IKNbbXqj_jUjs0xBKayi8mvVv4gYe3g3wstalV3dG2UdmWSbYMOA0uG84uPw"},"author":{"@type":"Person","name":"BenjaminChu"}},"535":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImprovePosteriorErrorProbabilityEstimationForPeptideSearchEngineResults","description":"OpenMSisanopen-sourcesoftwareC++libraryformassspectrometry(MS)datamanagementandanalyses.Acommontaskinproteomicsistoidentifyandquantifyproteinsincomplexbiologicalmixt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nsourcereferenceimplementationsofMatrix-compatibleServers,Clients,ClientSDKsandApplicationServicestohelpyoucreatenewcommunicationsolutionsorextendthecapabilitiesandreachofexistingones.\n\n###WhatisMatrix\u2019sMission?\nMatrix\u2019sinitialgoalistofixtheproblemoffragmentedIPcommunications:lettingusersmessageandcalleachotherwithouthavingtocarewhatapptheotheruserison-makingitaseasyassendinganemail.\n\nThelongertermgoalisforMatrixtoactasagenericHTTPmessaginganddatasynchronisationsystemforthewholeweb-allowingpeople,servicesanddevicestoeasilycommunicatewitheachothersecurely,andempoweringuserstoownandcontroltheirdataandselecttheservicesandvendorstheywanttouse.\n\n###Whatdoesthismeanforusers?\nTheaimistoprovideananalogousecosystemtoemail-onewhereyoucancommunicatewithprettymuchanyone,withoutcaringwhatapporservertheyareusing,usingwhicheverapp&serveryouchosetouse,anduseaneutralidentitysystemlikeane-mailaddressorphonenumbertodiscoverpeopletotalkto.\n\n###HowisMatrixcurrentlybeingused?\n[Lotsofdifferentclients](https://matrix.org/docs/projects/try-matrix-now.html)havealreadybeenwrittenbythecommunity,aswellasseveralbridgestoexistingservices(IRC,Slack,libpurpleetc).Infact,auservisiting#matrixonfreenodemightbecommunicatingwithGitterorSlackusersviaMatrix-withoutevenrealisingit!\n\nRecentworkonMatrixincludes[E2Eencryption](https://matrix.org/blog/2016/11/21/matrixs-olm-end-to-end-encryption-security-assessment-released-and-implemented-cross-platform-on-riot-at-last/)(seeFOSDEM2017talksbelow),[embeddablewidgets](https://matrix.org/blog/2017/08/23/introducing-matrix-widgets/),[Communities](https://medium.com/@RiotChat/communities-aka-groups-are-here-announcing-riot-web-0-13-riot-ios-0-6-and-riot-android-0-7-4-933cb193a28e)and[Dendrite](https://github.com/matrix-org/dendrite)!\n\n*[EncryptingMatrix](https://fosdem.org/2017/schedule/event/encrypting_matrix/)\n*[Thefutureofdecentralisedcommunication](https://fosdem.org/2017/schedule/event/matrix_future/)","url":"https://matrix.org","logo":"//lh3.googleusercontent.com/lj4cCPcRF75WxmtxvnsuTVQ9DqfoGWVHiUuVgV_RIQ11qa4xywfxjEjHxNimWmRkdWYp6HI-CG-kDXcvunZ5ARgRHP1xgg"},"author":{"@type":"Person","name":"Zil0"}},"538":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"AddContinuousScanandThoroughProductAdditionusingOCRinNativeAndroidApplication","description":"ThisprojectaimstointroduceacontinuousscanfeatureintheOpenFoodFactsnativeandroidapplication.Thiswillmaketheprocessofscanningbarcodesmuchmorepowerfulandwillbeverymuchefficientintermsoftime,evenmorethanthecurrent\u201cPowerModeScan\u201d.Justhoveroverabarcodeandthekeyinformationwillbedisplayed,moveontootherbarcodeandfindit\u2019skeyinformationonthescreen.Noneedtotouchthescreenwhenscanningdifferentbarcodesjusthoveroverthemonebyoneandseetheresults.Thisprojectalsoaimstoaddthecompleteinformationabouttheproductduringitsadditionincludingitsnutritionalfacts,ingredientsetc.AddingtheingredientswillbemadeconvenientusingOpticalCharacterRecognition(OCR)thussavingtime.TheoverallUIofthescanningpartwillberevampedtogiveanimmersivedesign.","sponsor":{"@type":"Organization","name":"OpenFoodFacts","disambiguatingDescription":"Acollaborative,freeandopendatabaseoffoodandcosmeticproducts.","description":"##Afoodandcosmeticproductdatabase##\n\nOpenFoodFactsisadatabaseoffoodandcosmeticproductswithingredients,allergens,nutritionfactsandalltheatawecanfindonproductlabels.\n\n##Madebyeveryone##\n\nOpenFoodFactsisanon-profitassociationofvolunteers.\nSince2012,7000+contributorshaveadded400000+productsfrom180countriesusingtheAndroid,iPhoneorWindowsPhoneappsortheircamerastoscanbarcodesanduploadpicturesofproductsandtheirlabels.\n\n##Foreveryone##\n\nDataaboutfoodandcosmeticsisofpublicinterestandhastobeopen.ThecompletedatabaseispublishedasopendataundertheOpenDatabaseLicence(ODbL)andcanbereusedbyanyoneandforanyuse.Therearemorethan100re-usesofthedatainmanydifferentways:manynutritionappstoeatbetter,foodinventoryappstopreventwaste,researchbyhealthandnutritionscientists,investigationsbyjournalists,educativegamesetc.\n\n##Makebetterfoodchoices##\nFoodadditives,allergens,packagingcodes:OpenFoodFactshelpsyoumakesenseofthefineprintonproductslabels.Also,youcaneasilycompareproductsin3-clicks,sothatyoucanmakemoreinformedchoices.","url":"https://world.openfoodfacts.org","logo":"//lh3.googleusercontent.com/6MrBcZgWkiSDtFG4ZD4mOzIiveiFdLKctK69qecbBPGBEhU1QtZuJyjDlNtYcOgy7IxBt_9_dHlx-Zmsd75wwLxY2YNGdmM"},"author":{"@type":"Person","name":"HuzaifaIftikhar"}},"539":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"iDEditor:Supportforvectortiledata","description":"iDcurrentlyusespubliclyavailablereferencedatawheneditingOpenStreetMap.Thisdataisoftenintheformofrastertiles(aerialimagerypublishedasbitmap,gif,jpeg).\nThisprojectaimstoprovidesupportforvectortileddata.Vectortilesareapopularopenstandardtodelivermapgeometryandmetadata,informofpre-definedroughly-squareshaped\"tiles\",toabrowserorotherclientapplication.","sponsor":{"@type":"Organization","name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oSharewebUIAPIberecreated/refactoredtoproperlyconvertC++objectstoJSON,increasingthemaintainabilityandsupportabilityoftheAPI.Thefront-endwillberedesignedtosupporttheback-endchangesandhaveimprovedCSSstyling.\n\nInaddition,thewebUIwillbeauditedforsecurityissuesandhavecertainknownissuesaddressed.(Iwouldlistthesehere,butwillnotforconfidentiality).Ifthereismoretime,morefeatureswillbeaddedtothewebUI,suchasforumsupport.","sponsor":{"@type":"Organization","name":"freifunk","disambiguatingDescription":"Freifunkisanon-commercialinitiativeforfreeandopenwirelessnetworks.","description":"Moreandmorepeoplearesingle-handedlyinstallingandmaintainingfreenetworks.EveryuserinthefreewirelessnetworkprovideshisorherwirelessLANrouterfordatatransfertootherparticipants.Inreturn,heorshecanalsotransmitdata,suchastext,musicandmoviesthroughafreeinternalnetworkoruseservicessetupbyparticipantstochat,callorplayonlinegames.Weusemeshnetworks.\n\nUmbrellaOrganisation\n-----\n\nWeactasumbrellaorganisationforotherwirelesscommunitieslike[Ninux](http://ninux.org),[qaul.net](http://qaul.net),[Guifi.net](http://guifi.net)or[WLANSlovenija](https://wlan-si.net/)andcommunitesdevelopingsoftwareweextensivlyuselike[OpenWRT](https://openwrt.org/),[OLSR](http://www.olsr.org/mediawiki/index.php/Main_Page),[BATMAN](https://www.open-mesh.org/projects/open-mesh/wiki),[libremesh](http://libremesh.org/)or[retroshare](http://retroshare.sourceforge.net/).\n\nLocalcommunitiesprovidesoftwareadaptedtotheirownneedsontheirwebsites.Therearemoreandmorefreewirelessgroupsthatmeetregularlyaccessinvillagesandcities.\n\nHardwareandSoftware\n----\n\nMostdevicesinournetworksareroutersforhomeuse.TheyshouldrunwithLEDE.Inourlocalcommunitiestherearealotofdifferentapproachesfordifferentroutingprotocols,monitoringsystemsandmapsolutions.LEDEasOSforroutersandOLSR,BATMANandBabelasroutingdaemonsareonlyafewexamplesofsoftwaredevelopedtogetherwithfreifunk.\nYoucanfindagreatvarietyoftopicswhereyoucangoonwithwirelesscommunities.We'relookingforpeopleworkingonnewhardwaredrivers,improvingroutingprotocols,developingnetworkmonitoringtoolsanduserinterfacetopicsonthewebinterfaces,helpinguswithnewfeaturesandtoolstoorganizedecentralizedcommunities.\n\nCommonfreifunkgoals\n----\n\n*Educatingandcreatingawarenessonthesubjectofcommunicationandfreedomofinformation\n*Reducingthedigitaldivide\n*Unhindereddistributionofknowledgeandresources\n*Empoweringpeopletobuildandoperatetheirownnetworks\n*Promoteandsupportexistingandnewsocialstructures\n\nAswearedecentralizedtherearesomechallenges,e.g.togetandshowinformationaboutcommunities,workingtogetherwithallthosecommunties.","url":"https://freifunk.net","logo":"//lh3.googleusercontent.com/F_FWRzu838WIU-EDb-Teq9Y7OxaJSmqqIsl_aWHUQba98QrinymiU6iwPJYKSYcw5ghNPwVN6Ln3jsukc5Cam4gizRflkw"},"author":{"@type":"Person","name":"KevinFroman"}},"644":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImproveandCreateSUSIbots","description":"ThereareanumberofSUSIAIbots.ManyofthemareintheirbasicversionandarenothavingfullfeaturesofSUSI.SomehaveoutdatedAPIsandarethereforenotworkingproperly.Theydon\u2019tmeettheuserrequirementsandthereforearenotbeingusedbypeople.Also,theprocessofinstallingthesebotsaregenerallydifficulttofindaswellastoimplement.Somebotsarenothavingappealinginterfaceandarehavingincorrectdocumentation.Newfeaturessuchasgames,todolists,reminders,andplatformspecificfunctionssuchassubscribingtoaparticularchannel,canbeaddedtothebotstomakethemmoreuseful.ThisprojectaimsatmakingsignificantimprovementsinSUSIAIbotssuchassusi_slackbot,susi_gitterbot,susizulipbot,susi_telegrambot,andotherstoo,andmakethemreadytouseinproduction.","sponsor":{"@type":"Organization","name":"FOSSASIA","disambiguatingDescription":"ImprovePeople'sLives","description":"FOSSASIAdevelopsOpenSourcesoftwareandhardwareforconversationalAIs,scienceandeventmanagementwithaglobaldevelopercommunityfromitsbaseinAsia.TheorganizationalsoorganizesOpenTechnologyevents,runscodingprogramsandtheCodeheatdevelopmentcontest.TheannualFOSSASIASummitisthepremierOpenTechnologyeventinAsiafordevelopers,contributors,start-ups,andtechnologycompanies.FOSSASIAwasfoundedin2009.","url":"https://fossasia.org","logo":"//lh3.googleusercontent.com/hYP83k9BWNrIyPa0eE-DYgzk0sWBOPa__03xGMUUQM6mj3N2w9zXDnNdOEFJ4SvX56U1LqXRiPga7nU20A_NBxcusVkghzs"},"author":{"@type":"Person","name":"HarshitKedia"}},"645":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"CodeQuality","description":"TheaimofthisprojectistoimprovethecodequalityofScilabwiththehelpofvariousStaticAnalysisToolslikeScanCoverity(JavaandC/C++),Cppcheck,Valgrind(DynamicAnalysistool)andClang-Tidy(lastthreeforC/C++)byfixingJava,JNIandC/C++relatederrors.","sponsor":{"@type":"Organization","name":"Scilab","disambiguatingDescription":"Cross-platformnumericalcomputationalpackageandprogramminglanguage.","description":"##WhatisScilab?\n\nScilabisfreeandopensourcesoftwarefornumericalcomputationprovidingapowerfulcomputingenvironmentforengineeringandscientificapplica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tureanddistributionsforthecondapackagemanager.\r\n-[DataRetriever](http://www.data-retriever.org)-TheDataRetrieverisapackagemanagerfordata.\r\n-[FEniCSProject](https://fenicsproject.org)-FEniCSisanautomatedfiniteelementlibraryusedtosolveequationsusedinmodeling,featuringadomain-specificlanguageandautomatedcodegeneration.\r\n-[Gensim](https://github.com/RaRe-Technologies/gensim)-\"TopicModellingforHumans.\"Gensimisanopen-sourcePythonlibraryfortopicmodelling,documentindexingandsimilarityretrievalwithlargecorpora.\r\n-[Julia](https://julialang.org)-Juliaisahigh-level,high-performancedynamicprogramminglanguagefornumericalcomputing.Itprovidesasophisticatedcompiler,distributedparallelexecution,numericalaccuracy,andanextensivemathematicalfunctionlibrary.\r\n-[MDAnalysis](https://www.mdanalysis.org)-MDAnalysisisaPythonlibrarytoanalyzetrajectoriesfrommoleculardynamics(MD)simulations.\r\n-[PyMC3](http://docs.pymc.io)-PyMC3isapythonmoduleforBayesianstatisticalmodelingandmodelfittingwhichfocusesonadvancedMarkovchainMonteCarloandvariationalfittingalgorithms.\r\n-[Stan](http://mc-stan.org)-Stanisaprobabilisticprogramminglanguagefordataanalysis,enablingautomaticinferenceforalargeclassofstatisticalmodels.\r\n-[Shogun](http://shogun.ml)-Shogunisandopen-sourcemachinelearninglibrarythatoffersawiderangeofefficientandunifiedmachinelearningmethods.\r\n-[yt](http://yt-project.org)-ytisacommunity-developedanalysisandvisualizationtoolkitforexaminingdatasetsinavarietyofscientificdisciplines.\r\n\r\nVisitour[page](https://github.com/numfocus/gsoc)formoreinformation.","url":"https://www.numfocus.org","logo":"//lh3.googleusercontent.com/HVjtQ2I4zfHth4wsGMFWynoFYktTBGviap7IKNbbXqj_jUjs0xBKayi8mvVv4gYe3g3wstalV3dG2UdmWSbYMOA0uG84uPw"},"author":{"@type":"Person","name":"XingjianGuo"}},"648":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"OptimizemultithreadinginKrita'sTileManager","description":"ThisprojectisaboutimprovingKritaoveralperfomancebyintroducinglock-freehashtableforstoringtilesandimprovinglocksdescribedinproposal.","sponsor":{"@type":"Organization","name":"KDECommunity","disambiguatingDescription":"ExperienceFreedom!","description":"KDEisaninternationalteamco-operatingondevelopmentanddistributionofFree,OpenSourceSoftwarefordesktopandportablecomputing.Ourcommunityhasdevelopedawidevarietyofapplicationsforcommunication,work,educationandentertainment.Wehaveastrongfocusonfindinginnovativesolutionstooldandnewproblems,creatingavibrant,openatmosphereforexperimentation.","url":"https://www.kde.org","logo":"//lh3.googleusercontent.com/Z1KwbzHB5NIYGB7etJNq9LMmQYyf_Xbl9MmEo96Vh-JkIfdJQDSoQyeBSF3sH9cMQ7cCBLURca9rgV76cFCmh1ashgZrRfw"},"author":{"@type":"Person","name":"AndreyKamakin"}},"649":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Integrateappasmicroserviceandimplementtheinteractionandsharingfeatures","description":"Theaimistoenablemultipleweb-appsgenerationsbyimplementing**queuedatastructure**fortheseriesofrequeststriggeredbyusersfromtheopen-eventplatform.Thiswouldpreventlossofrequestsfromtheuserandenablethecreationofeventforeveryrequestandprovideaweb-servicefordirectgenerationofeventsitesfromtheorga-server(eventyay).Inthepresentimplementation,wehavetransformedwebsitesgeneratedthroughopen-event-webapptobe**ProgressiveWebApp(PWA)**,duetowhichserviceworkersarealreadyenabled.Thereforewecannowmovetofurtherenhancementlikepush-notificationsofbookmarkedeventsbyanyuser,alsoweneedtoimprovetheuserinterfaceforthe**darktheme**enabledrecentlytoproject.Thepresenttestingsuiterequiressomemoretestsforthefunctionalitieslikedirectlinkingoftracksandroomssotheaimistowrite**mochaunittests**withseleniumwebdriverfortherecentlyaddedfeaturesandtheproposedones.Thetravisbuildfortheseleniumtestsrunforaround20minutes,whichisquitelargesotheaimisto**parallelizethebuild**sothatmultiplebuildscanbeperformedatthesametimeandruntimecanbedecreasedsignificantly.","sponsor":{"@type":"Organization","name":"FOSSASIA","disambiguatingDescription":"ImprovePeople'sLives","description":"FOSSASIAdevelopsOpenSourcesoftwareandhardwareforconversationalAIs,scienceandeventmanagementwithaglobaldevelopercommunityfromitsbaseinAsia.TheorganizationalsoorganizesOpenTechnologyevents,runscodingprogramsandtheCodeheatdevelopmentcontest.TheannualFOSSASIASummitisthepremierOpenTechnologyeventinAsiafordevelopers,contributors,start-ups,andtechnologycompanies.FOSSASIAwasfoundedin2009.","url":"https://fossasia.org","logo":"//lh3.googleusercontent.com/hYP83k9BWNrIyPa0eE-DYgzk0sWBOPa__03xGMUUQM6mj3N2w9zXDnNdOEFJ4SvX56U1LqXRiPga7nU20A_NBxcusVkghzs"},"author":{"@type":"Person","name":"AyushGupta"}},"650":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Enhancingthe2DArrangementDemo(1)","description":"Therearetwopartstothisproject.Thefirstistoadddocumentationtothealreadyexistingdemosothatitiseasilyunderstandableandalsotofixanybugsthatmaypopup.Thesecondthingistoenhancesupporttothealgebraicandbeziercurvesalongwiththeirdocumentation.","sponsor":{"@ty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AutomatedThemeGeneratorTool","description":"Currentlytherearepre-generatedthemesthatcanbemanuallyinstalledandused.Theideaistocreateatoolthatautomatesandmakeseasierthetaskofcreatingthemes.ThemescreatedfromtheThemeGeneratortoolwouldbelesspronetobugsinthelongrunandcouldcatertoeachindividualsneeds.","sponsor":{"@type":"Organization","name":"phpMyAdmin","disambiguatingDescription":"AwebinterfaceforMySQLwritteninPHP","description":"phpMyAdminisafreeandopensourcetoolwritteninPHPintendedtohandletheadministrationofMySQLwiththeuseofawebbrowser.Itcanperformvarioustaskssuchascreating,modifyingordeletingdatabases,tables,fieldsorrows;executingSQLstatements;ormanagingusersandpermissions.","url":"https://www.phpmyadmin.net","logo":"//lh3.googleusercontent.com/eMrz9DWSz4hvXSQFqfVpV3_j7OMjYrcN_G_H6Z5yRKB16YkkXJMFCvf6Grdy11NJ64oHGTQHOtx41A4cA6LSxvkDCUFDvsQ"},"author":{"@type":"Person","name":"SakshamGupta"}},"712":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"FastandFlexibleDistanceTransformsinCGAL","description":"Awidevarietyofproblemsinscientificcomputinganddataanalysisneedtocomputeaccurateshortestpathsanddistancesalongcurveddomains(e.g.,curvedsurfacesrepresentingtheboundaryofthree-dimensionalobjects).TheComputationalGeometryAlgorithmsLibrary(CGAL)isabroadly-usedopensourceframeworkforawidevarietyofproblemsingeometricdataanalysis,butcurrentlydoesnotincorporatestate-of-the-artmethodsfordistancetransforms.ThegoalofthisprojectistoimplementandintegratesuchmethodsintoCGAL,specificallyusingmethodsasdescribedinthepaper\"TheHeatMethodforDistanceComputation\"byCraneetal.","sponsor":{"@type":"Organization","name":"CGALProject","disambiguatingDescription":"C++libraryofcomputationalgeometryandgeometryprocessing","description":"CGALisasoftwarelibrarythatoffersanumberofreliablegeometricdatastructuresandalgorithms.CGALcomponentsoperatein2Dand3D,andsometimeinarbitrarydimensions.Examplesofcomponentsincludeconvexhulls,convexdecomposition,Delaunaytriangulations,Voronoidiagrams,polygonalsurfacemeshdata-structures,meshgeneration,Booleanoperations,envelopecomputations,intersectiondetection,surfacereconstruction,andsubdivisionsurfaces.\n\nCGALisusedinavarietyofapplicationdomainssuchasCAD/CAM(computeraideddesignandmodeling),GIS(geographicinformationsystems),geophysics,imageprocessing,molecularbiology,robotics,motionplanning,andgraphics.\n\nCGALiswritteninC++andrigorouslyadherestothegeneric-programmingparadigm.\n\nCGALbecameanOpenSourceprojectin2003.MostofCGALisundertheGPLv3+license,andsomecorepartsareundertheLGPLv3+.Thesemi-annualreleaseshavecurrentlyabout10,000downloads.CGALiscommerciallysupportedbythespin-offcompanyGeometryFactory.","url":"https://www.cgal.org","logo":"//lh3.googleusercontent.com/e1uDZ-a2-940fEVcmHf84gWIpVvTMClySFsHDz3I5dJZgVN6-itJL-oO_yPS_w27i5XOLsmOSRXTYgqg7TdXh7tQxfDHfH8"},"author":{"@type":"Person","name":"ChristinaVaz"}},"713":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"DevelopmentofaRCUBindingforLuatables","description":"LunatikisaprogrammingenvironmentbasedontheLualanguageforkernelscripting.Byallowingkernelscripting,ausermaycreatescriptsinLuatocustomizetheirkerneltosuittheirneeds.Moderndaykernels,suchasLinux,workonahighlyconcurrentenvironment,andthereforemustuserobustsynchronizationAPIstoensuredataconsistency,witheachAPIhavingtheirownusecases.\n\nTheRead-copy-update(RCU)isoneofthoseAPIs,madespecificallyforscenarioswheredatareadingismuchmorecommonthanwriting.RCUallowsconcurrentreaderstoaccessprotecteddatainanon-blockingwayevenduringupdatesorremovals.RCU,aswiththerestoftheLinuxKernel,iswritteninC.\n\nTheprojectideaisabindingofRCUforuseinLunatik,thusallowingsynchronizationofLuadataviaRCU.","sponsor":{"@type":"Organization","name":"LabLua","disambiguatingDescription":"ProgrammingLanguagesResearchwithemphasisontheLualanguage","description":"#TheLuaLanguage\n\nLuaisapowerful,efficient,lightweight,embeddablescriptinglanguage.Itsupportsproceduralprogramming,object-orientedprogramming,functionalprogramming,data-drivenprogramming,anddatadescription.Sinceitscreation,in1993,Luahasbeenusedinmanyindustrialapplications(e.g.,Adobe'sPhotoshopLightroom),embeddedsystems(e.g.,theGingamiddlewarefordigitalTVinBrazil)andgames(e.g.,WorldofWarcraftandAngryBirds),andiscurrentlytheleadingscriptinglanguageingames.\n\n#TheC\u00e9uLanguage\nC\u00e9uisaStructuredSynchronousReactiveProgramminglanguagethataimstoofferahigher-levelandsaferalternativetoC.Itextendsclassicalstructuredprogrammingwithtwomainfunctionalities:eventhandlingandsynchronous,deterministicconcurrency.\n\n#LabLua\nLabLuaisaresearchlaboratoryattheCatholicUniversityofRiodeJaneiro(PUC-Rio),affiliatedwithitsComputerScienceDepartment.Itisdedicatedtoresearchonprogramminglanguages,withemphasisontheLuaandC\u00e9ulanguages.LabLuawasfoundedonMay2004byProf.RobertoIerusalimschy,thechiefarchitectoftheLualanguage.\n\nLabLuaconsistsofpeoplefromawiderangeofbackgrounds,includingPhDcandidates,professorsandalumniwhoaredevelopersandmaintainersofprojectsthatareu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ndentonknowledgeexpressedintermsofnetworks,includinggene,proteinanddruginteractions,cell-cellandviral-hostcommunication,andvastsocialnetworks.Ourtechnologiesenableresearcherstoassembleandanalyzethesenetworksandtousethemtobetterunderstandbiologicalsystemsand,inparticular,howtheyfailindisease.\n\nTheNRNBmentoringorganizationincludesprojectssuchas[Cytoscape](http://cytoscape.org/),[WikiPathways](http://wikipathways.org/),[SBML](http://sbml.org/),and[cBioPortal](http://cbioportal.org/).*Thisisagreatopportunitytoworkattheintersectionofbiologyandcomputing!*Forexample,Cytoscapeisdownloaded**16,000timespermonth**byresearchers.Wetakementoringseriouslyandareproudofour[>90%successrate](http://www.nrnb.org/alumni.html#gsoc-tab)withformerstudentsandprojects.Butdon'ttakeourwordforit,readtestimonialsfrompriorNRNBstudents[students](http://www.nrnb.org/testimonials.html#student-tab)and[mentors](http://www.nrnb.org/testimonials.html#mentor-tab).\n\nFindoutmoreaboutthesoftwareprojectsbeingdevelopedincoordinationwithNRNB.Alsorefertothe[NRNBGSoCpage](http://www.nrnb.org/gsoc.html)foradditionalresourcesandapplicationtips.","url":"http://www.nrnb.org/gsoc.html","logo":"//lh3.googleusercontent.com/38WHipWSy-AqM6up-qFtWyISAXcyHXWaFnP3F22R7TFy3Jo96lzifyWycjFBadmvd5kzhLXQTHBeEkc1IQ6ecpKk29jKaA"},"author":{"@type":"Person","name":"VineethChelur"}},"813":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"EvolveDRATwebinterface","description":"ApacheDRATisanopensourceReleaseAuditTool.Whichisdistributedandparallelized(MapReduce)wrapperaroundAPACHERATTM(ReleaseAuditTool)thatgoesfarbeyondRATTMbyleveragingApacheOODTTMtodramaticallyspeeduptheprocess.CurrentlyDRAThastwoGUIs,thefirstoneproteuswhichhastheallfourcommandsavailableinCLIdrattoolandasummaryviewworkflowGUIscreen.ThesecondoneisVizwhichismostlyasummaryView.Bothtoolshaveproblemsshowingerrorsfrombackgroundprocessbecausemostofthecommandsrunasaprocesswrapper.\nTheobjectiveofthisprojectwouldbetocombinebothoftheGUIwebappsfeaturesintooneandgivemoreproductivesingleGUI.","sponsor":{"@type":"Organization","name":"ApacheSoftwareFoundation","disambiguatingDescription":"Providingopensourcesoftwaretothepublicfreeofcharge","description":"TheFoundationprovidesanestablishedframeworkforintellectualpropertyandfinancialcontributionsthatsimultaneouslylimitscontributorspotentiallegalexposure.Throughacollaborativeandmeritocraticdevelopmentprocess,Apacheprojectsdeliverenterprise-grade,freelyavailablesoftwareproductsthatattractlargecommunitiesofusers.ThepragmaticApacheLicensemakesiteasyforallusers,commercialandindividual,todeployApacheproducts.","url":"https://apache.org","logo":"//lh3.googleusercontent.com/Ts05O7XpiUbt2I8JQlpAp2lVKVTRp-dsfu0FH9-FJouJud6XN6jSlkdnoBfiTE31BnIl8j75CXTF2RLgvhdPQC6s5COZFmDH"},"author":{"@type":"Person","name":"AhmedIfhaam"}},"814":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"RotatingFacetoBottom","description":"Theprimarygoalofthisprojectwouldbetoimplementasolutiontoissue#3047.Thisissueisbasicallyaboutimplementingawayforuserstoselectafaceandchooseittobethefacethatconnectstotheplate.\n\tSpecifically,afterimplementingthisfeature,Iexpectthatauserwouldbeabletoclickaface(whichshouldbehighlightedtomakeclickingtherightfaceeasy)onanobjectandthenclickmenubuttontorotatethatfacetobottomofthemodel.Ifthereisapartoftheobjectbelowtheplateaftertherotation,itshouldeithererrororpushthemodelupuntilitisnolongerintersectingtheplate(I\u2019mnotsurewhichismoreintuitive).","sponsor":{"@type":"Organization","name":"BRL-CAD","disambiguatingDescription":"Solidmodeling,3Dprinting,comp.graphics,&othercomputer-aidedtech(CAx)!","description":"Thisistheplaceforcomputergraphics,2Dand3Dgeometry,solidmodeling,CAx(CAD/CAM/CAE/etc),visualization,andhigh-performancecomputing!\n\nBRL-CADisparticipatingasanumbrellaorganizationwithseveralotheropensourcecomputer-aidedtechnologies(CAx)including:\n\n*BRL-CADisasolidmodelingsystemfor3Dgeometry,raytracing,andgeometricanalysis.\n*LibreCADisa2Dmodelingsystemspecializinginblueprint-styledrawingsanddraftings.\n*STEPcodeisageometryfileparsergeneratorfortheCAxdataexchangeISOstandard.\n*OpenSCADisasolid3Dmodelerwitharichsyntaxforprogrammablegeometry.\n*LinuxCNCprovidescomputercontrolofmillingmachines,lathes,3dprinters,robots,andmore.\n*FreeCADprovidesparametric3DmodelingwithengineeringfunctionalitylikeFEMandCAM.\n*Slic3risa3Dmodelprocessorforgeneratingprintinginstructionsfor3Dprinters.\n\nWearepartofalargeopensourcecommunitythatmakestoolstohelpyoumakeandanalyzethings.CAxsoftwareisfundamentallydifferentfromcontentmodelingsoftwaresuchasBlender,Maya,and3DStudiousedformakingmoviesandprettypictures.CAxsoftwarelikeAutoCAD,Pro/Engineer,CATIA,andBRL-CADareforeverythingelse.Ourprimarydevelopmentfocusareasinclude:\n\n*CAD(design),\n*CAM(manufacturing),\n*CAE(engineering),\n*solidmodeling(analysis),and\n*computergraphics(visualization).","url":"https://brlcad.org","logo":"//lh3.googleusercontent.com/UdGVKYBo_c7GgYfrVGhcbejqpuw9ZembplEoqbgyvm2En1lE8Wcxka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stituteforPhotogrammetryandtheCosmicDustTeamoftheInstituteforSpaceSystemsatUniversityofStuttgart,weareworkingontherovermissionROACHcrawlingformaintenancereasonsontheouterhullofasoundingrocketwhilecoastinginnearspace,trackingcubesatsfasterthanUSNORADandsimulatingcometarydustparticlesfortheIMEXprojectoftheEuropeanSpaceAgency(ESA).\n\nWeareasmallorganizationbuthavingimpactwithinoutspacecommunityandhelpingrealizingspaceexplorationbycreativityandopenaccess.Weareopenforeverybodyinterestedinspaceforthe\nbettermentofeverybody.","url":"http://www.aerospaceresearch.net","logo":"//lh3.googleusercontent.com/rYXF5UmRdUh6kTq56KB2TnWk9nFMnrSvd3Soef9gTXYLpdmA3HSjNdRzeN05j1CP1s-MVmDXlGtQNYqv4fgj_Anoe3dfmv0"},"author":{"@type":"Person","name":"perezhz"}},"817":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImprovementstoGHC'scompilationforconditionalconstructs.","description":"WhileGHCisstateoftheartinmanyrespectscompilationofconditionalconstructshasfallenbehindprojectslikeClang/GCC.\n\nIintendtorectifythisbyworkingonthefollowingtasks:\n\n*ImplementcmovsupportforCmm\n*Usecmovtoimprovesimplebranchingcode\n*Uselookuptablesoverjumptablesforvalueselectionwhenuseful.\n*EnableexpressionofthreewaybranchingonvaluesinCmmcode.\n*Improveplacementofstackadjustmentsandchecks.","sponsor":{"@type":"Organization","name":"Haskell.org","disambiguatingDescription":"Standardized,staticallytyped,lazyfunctionalprogramminglanguage","description":"Haskellisanadvanced,general-purpose,purelyfunctionalprogramminglanguage.Ithasastrong,statictypesystemwithHindley-Milnertypeinference.\n\nThelanguagenativelysupportslazyevaluation,andfunctionsaregenerallynotallowedtohavesideeffects.Thisleadstoaconciseanddeclarativestyleofprogramming,whichdiffersquiteabitfromconventionallanguages.Bynotallowingsideeffectsanddealingwithimmutabledata,thecompilercanavoidwholeclassesofbugs.\n\nHaskellgenerallycompilestofast,nativecode,butitcanalsobecompiledtoothertargetslikeJavaScript(throughGHCJS)orLLVM.\n\nInGoogleSummerofCode,weattempttoimprovenotonlythelanguage,butthewholeecosystem.Thisincludes(asidefromthelanguageitself):\n\n-Compilers\n-Commonlyusedlibraries\n-CommonlyusedapplicationswritteninHaskell\n-Profilers,debuggersandothertools\n-Packagemanagersandinfrastructure\n\nWehavecompiledanideaslisttogetherwithlong-timeHaskellusers,compilercontributorsandresearchers,andassuchwebelievetheseareimportantprojectsfortheindustryandacademiaboth.","url":"http://haskell.org","logo":"//lh3.googleusercontent.com/R69vxlOjPB5z8Peu1_qCHLUltzlE3M9SMA_yu5sV7lopKUWXk084ZkGxCCueGDqOQDcq6Je2dK42LziUGkplG8Rj44-pW_c"},"author":{"@type":"Person","name":"AndreasKlebinger"}},"818":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ManyLightSampling","description":"Thisprojectwillimplementthefollowingpaper,\"ImportanceSamplingofManyLightswithAdaptiveTreeSplitting\"byAlejandroContyandChristopherKulla.ThismethodreducesthetimeforBlender'sin-houserendererCyclestogenerateimagesofsceneswithalargenumberoflightsourcesinthem.Thisgivesmorefreedomforthelightingartiststocreatethescenestheyimaginewithouthavingtoworryaboutperformance.","sponsor":{"@type":"Organization","name":"BlenderFoundation","disambiguatingDescription":"Webuildafreeandopensource3Dcreationsuite.","description":"Blenderisthefree/opensource3Dcreationsoftwareforeveryone,providingindividualsandsmallteamsacompletepipelinefor3Dgraphics,modeling,animationandgames.\n\nBlenderisbeingmadeby100sofactivevolunteersfromallaroundtheworld;bystudiosandindividualartists,professionalsandhobbyists,scientistsandstudents,vfxexpertsandanimators,andsoon.\n\nAllofthemareunitedbyaninteresttohaveaccesstoafullyfree/opensource3Dcreationpipeline.BlenderFoundationsupportsandfacilitatesthesegoals-evenemploysasmallstaffforthat-butfullydependsontheonlinecommunitytoachieveit.\n\nSince2005,Blenderhasorganizedadozenshortopenfilmsandagameproject,whichhelpedBlendertremendouslytogetmoreacceptedbyprofessionalsintheirdailywork.\n\nWeinvitestudentstothinkofwaystohelpuswiththisfurther.Ifyourpassioniswith3Dcoding,creativitytools,scientificsimulation,oranythingrelatedtoComputerGraphicsingeneral,feelwelcometojoinus!","url":"https://www.blender.org","logo":"//lh3.googleusercontent.com/IWB7KMeE8PzJW6LtkPurJYzoFe-XU6lc-BuVdr3umGussbvLRxInLf-HggyiPMKD54p2XNNHiM8GyVUQB6temGh_4eSz5A"},"author":{"@type":"Person","name":"ErikEnglesson"}},"819":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ComputerVisionenhancementsforRaspberryPibasedPublicLabScienceProjects","description":"TheprojectwouldprovideaseriesofmodularpythonprogramsthatcouldbeusedtosupportdifferentPublicLabimagingandspectrummeasurementtoolkits.TheprogramsenablenearrealtimeOpenCVcomputervision(CV)measurementsofimagesorspectra.TheCVmeasurementscanbeusedtoimproveinstrumentperformance(feedbackthatcontrolslightingamplitudeorcameraarrayexposuretimes)orassistcalibrationbysubtractingreferenceimages/spectra.\nGeneralobjectivesinclude:\n\u2022\tincreasingthescopeandusabilityofPubliclabS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ChuukeseintoEnglishwithpictureassociation.IthelpsteachChuukesepeopletheEnglishlanguageaswellaspreserveChuukeseinawrittenform.\n\n#Systers\n-[Mailman3](https://github.com/systers/systers.github.io/wiki/Features-for-Mailman-3#project-ideas),anemaillisttohelpgroupsshareideas,support,andcollaborateonprojects.SystersisupgradingtoMailman3andweneedcustomizedfeatures.Wehave28emaillists.\n-[PowerUp](https://github.com/systers/systers.github.io/wiki/PowerUp#project-ideas),foundedbyaSyster,isachoose-your-own-adventuregamethatisdesignedtobeinclusiveandteachesyounggirls(ages11-14)awarenessaboutreal-lifescenarios.\n-[Portal](https://github.com/systers/systers.github.io/wiki/Portal#project-ideas),asitethatbringsSystersandLocalCommunitiestogether,offeringbothin-personandonlineeventsforourglobalwomentechnologists.\n-[VolunteerManagementSystem(VMS)](https://github.com/systers/systers.github.io/wiki/Volunteer-Management-System#project-ideas),helpskeeparecordofSystersvolunteerssothatwecanutilizevolunteergrantswherecompaniesmatchthenumberofhoursanemployeevolunteers.\n\n#SystersOpenSource\n-[Infrastructure](https://github.com/systers/systers.github.io/wiki/Infrastructure-Automation),technologyadvancesdailyandwe'reslowtokeepup.Weneedupdatesonapps.\n-[GitHubPages](https://github.com/systers/systers.github.io/wiki/GitHub-Pages),wehave3pagesthatneedupdates.OurMainandCelebrationareinformationalpages.Slackpagesneedanonboardingcomponent.","url":"https://anitab.org/systers/","logo":"//lh3.googleusercontent.com/xsRxKqwjxwnPrGHWYNsJLyrq8nweMyE2CP_rdnKmLWgOkEriejLZDZ6dhZbdwBTHTnRDocRWNcWgj8g-l4x7c30d5KI5tG8"},"author":{"@type":"Person","name":"MonalShadi"}},"822":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"CompilingJuliatoWebAssembly","description":"ThisprojectwouldbringthemathematicalprowessofJuliatothewebwiththenearnativeperformanceofWebAssembly.TheexpectedoutcomeofthisprojectwouldbeincompilingnumericalkernelssuchasGCDandMatrixMultiplication,facilitatingthecompilationofBLAS-stylelibraries.Inthelongtermthisprojectcouldbeusedto:compilefullJulialibraries,withsupportforrunningtheirautomatedtests;andtheabilitytobootstrapthecompiler,whichwouldenableactualJuliacodetobeusedlocallyinthebrowser.","sponsor":{"@type":"Organization","name":"NumFOCUS","disambiguatingDescription":"OpenCode=BetterScience","description":"NumFOCUSsupportsandpromotesworld-class,innovative,opensourcescientificsoftware.Mostindividualprojects,eventhewildlysuccessfulones,findtheoverheadofanon-profittobetoolargefortheircommunitytobear.NumFOCUSprovidesacriticalserviceasanumbrellaorganizationforthisprojects.\r\n\r\nThefollowingprojectswillbeparticipatingundertheNumFOCUSumbrella:\r\n\r\n-[Cantera](http://cantera.org/)-Canteraisalibrarytosolveproblemsinvolvingthermodynamics,chemicalkinetics,andtransport.\r\n-[conda-forge](https://conda-forge.org)-Acommunityledcollectionofrecipes,buildinfrastructureanddistributionsforthecondapackagemanager.\r\n-[DataRetriever](http://www.data-retriever.org)-TheDataRetrieverisapackagemanagerfordata.\r\n-[FEniCSProject](https://fenicsproject.org)-FEniCSisanautomatedfiniteelementlibraryusedtosolveequationsusedinmodeling,featuringadomain-specificlanguageandautomatedcodegeneration.\r\n-[Gensim](https://github.com/RaRe-Technologies/gensim)-\"TopicModellingforHumans.\"Gensimisanopen-sourcePythonlibraryfortopicmodelling,documentindexingandsimilarityretrievalwithlargecorpora.\r\n-[Julia](https://julialang.org)-Juliaisahigh-level,high-performancedynamicprogramminglanguagefornumericalcomputing.Itprovidesasophisticatedcompiler,distributedparallelexecution,numericalaccuracy,andanextensivemathematicalfunctionlibrary.\r\n-[MDAnalysis](https://www.mdanalysis.org)-MDAnalysisisaPythonlibrarytoanalyzetrajectoriesfrommoleculardynamics(MD)simulations.\r\n-[PyMC3](http://docs.pymc.io)-PyMC3isapythonmoduleforBayesianstatisticalmodelingandmodelfittingwhichfocusesonadvancedMarkovchainMonteCarloandvariationalfittingalgorithms.\r\n-[Stan](http://mc-stan.org)-Stanisaprobabilisticprogramminglanguagefordataanalysis,enablingautomaticinferenceforalargeclassofstatisticalmodels.\r\n-[Shogun](http://shogun.ml)-Shogunisandopen-sourcemachinelearninglibrarythatoffersawiderangeofefficientandunifiedmachinelearningmethods.\r\n-[yt](http://yt-project.org)-ytisacommunity-developedanalysisandvisualizationtoolkitforexaminingdatasetsinavarietyofscientificdisciplines.\r\n\r\nVisitour[page](https://github.com/numfocus/gsoc)formoreinformation.","url":"https://www.numfocus.org","logo":"//lh3.googleusercontent.com/HVjtQ2I4zfHth4wsGMFWynoFYktTBGviap7IKNbbXqj_jUjs0xBKayi8mvVv4gYe3g3wstalV3dG2UdmWSbYMOA0uG84uPw"},"author":{"@type":"Person","name":"sjorn"}},"823":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"EnablingtheCheckerFrameworktohandleJDK9","description":"ThisprojectisaboutenablingthecheckerframeworktohandleJDK9.Asofnow,thecheckerframeworkrunsonlyonJDK8.SinceJDK9hasalreadybeenreleasedandJDK10isaroundthecorner,thecheckerframeworkneedstobehandlingthe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buildingandsupportinggreatsoftwaretogether.The[mission,visionandvalues](https://www.joomla.org/about-joomla/the-project/mission-vision-and-values.html\"JoomlaMissionvisionandvalues\")oftheJoomlaProjectreflectthis.\n\nTheofficialsponsoringorganisationisOpenSourceMatters(OSM),thenotforprofitorganizationthatmanagesfinancialandlegalissuesfortheJoomlaProject.Ateamofexperiencedpeopledrawnfrommanyareasoftheprojectwillmanagethe2018GSoCprojectforJoomla.","url":"https://www.joomla.org","logo":"//lh3.googleusercontent.com/vr2sHE1vn53NjQMTEyPDwOV4XMFxRqRGxbUvgeWxOr68GR6tMfu73hg1tckGYU0rv-Io_12GiP0V93Leuzu78mDzKkieeBph"},"author":{"@type":"Person","name":"OlatunbosunEgberinde"}},"849":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"KGpg","description":"KGpgunittestsandcoderefactoring","sponsor":{"@type":"Organization","name":"KDECommunity","disambiguatingDescription":"ExperienceFreedom!","description":"KDEisaninternationalteamco-operatingondevelopmentanddistributionofFree,OpenSourceSoftwarefordesktopandportablecomputing.Ourcommunityhasdevelopedawidevarietyofapplicationsforcommunication,work,educationandentertainment.Wehaveastrongfocusonfindinginnovativesolutionstooldandnewproblems,creatingavibrant,openatmosphereforexperimentation.","url":"https://www.kde.org","logo":"//lh3.googleusercontent.com/Z1KwbzHB5NIYGB7etJNq9LMmQYyf_Xbl9MmEo96Vh-JkIfdJQDSoQyeBSF3sH9cMQ7cCBLURca9rgV76cFCmh1ashgZrRfw"},"author":{"@type":"Person","name":"KavindaPitiduwaGamage"}},"850":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"FastSymbolicComputationinRwithSymEngine","description":"Acomputeralgebrasystem(CAS)isausefultoolforresearchersandscientists.Sometoolsexistsforalgebracomputionareeitherfew-featuredorslowandusingthemjointlyisnoteasy.TheprojectisaimedtoprovideafastCASandaseamlessinterfacewithinR.ThisworkwillbuildanRpackagebasedonSymEngine.Itmayalsoserveasanalternativeinterfacetogmp,mpfr,mpclibrariesthatsupportmultipleprecisionarithmetic.ThematrixsystemofferedbySymEngineisalsovaluableforstatisticalcomputing.","sponsor":{"@type":"Organization","name":"Rprojectforstatisticalcomputing","disambiguatingDescription":"Risafreesoftwareenvironmentforstatisticalcomputingandgraphics","description":"Risanintegratedsuiteofsoftwarefacilitiesfordatamanipulation,calculationandgraphicaldisplay.Itincludes\n\n-aneffectivedatahandlingandstoragefacility,\n-asuiteofoperatorsforcalculationsonarrays,inparticularmatrices,\n-alarge,coherent,integratedcollectionofintermediatetoolsfordataanalysis,\n-graphicalfacilitiesfordataanalysisanddisplayeitheron-screenoronhardcopy,and\n-awell-developed,simpleandeffectiveprogramminglanguagewhichincludesconditionals,loops,user-definedrecursivefunctionsandinputandoutputfacilities.\n\nManyusersthinkofRasastatisticssystem.Weprefertothinkofitofanenvironmentwithinwhichstatisticaltechniquesareimplemented.Rcanbeextended(easily)viapackages.ThereareabouteightpackagessuppliedwiththeRdistributionandmanymoreareavailablethroughtheCRANfamilyofInternetsitescoveringaverywiderangeofmodernstatistics.\n\nTheterm\u201cenvironment\u201disintendedtocharacterizeitasafullyplannedandcoherentsystem,ratherthananincrementalaccretionofveryspecificandinflexibletools,asisfrequentlythecasewithotherdataanalysissoftware.\n\nR,likeS,isdesignedaroundatruecomputerlanguage,anditallowsuserstoaddadditionalfunctionalitybydefiningnewfunctions.MuchofthesystemisitselfwrittenintheRdialectofS,whichmakesiteasyforuserstofollowthealgorithmicchoicesmade.Forcomputationally-intensivetasks,C,C++andFortrancodecanbelinkedandcalledatruntime.AdvanceduserscanwriteCcodetomanipulateRobjectsdirectly.\n\nRhasitsownLaTeX-likedocumentationformat,whichisusedtosupplycomprehensivedocumentation,bothon-lineinanumberofformatsandinhardcopy.","url":"https://www.r-project.org/","logo":"//lh3.googleusercontent.com/qlSB2E0SDXNNVPijKF7LCK1m18Xaot9bQMfoRQWJ76diI85bMOHBaQvr20X3PH-NZplzFSlakZQdAnKWtzBkOzVAT9YXqnSr"},"author":{"@type":"Person","name":"XinChen"}},"851":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ContinuousDetoxification","description":"Shogunisapowerfulmachinelearningtoolkit.Theprojecthasalonghistoryandahugecodebase.Somepartsareveryoutdatedandnotwell-designed.PolishingthecodebaseandbringingShoguntomoderndesignwillmakeitmucheasiertodevelopers,andassuchmaketheprojectmoreattractiveforscientiststoimplementtheirworkin.ThisGSoCprojectaimsatre-designingShogun\u2019sdatarepresentationandsomeAPIs,includingfeatures,labelsandpreprocessors,andbringingnovelun-templateddataclasseswithsupportforlazyevaluationtoShogun.Bytheendofthisproject,weexpectanimprovementofmaintainability,stability,andbeautytothecodebaseofShogun.","sponsor":{"@type":"Organization","name":"NumFOCUS","disambiguatingDescription":"OpenCode=BetterScience","description":"NumFOCUSsupportsandpromotesworld-class,innovative,opensourcescientificsoftware.Mostindividualprojects,eventhewildlysuccessfulones,findtheoverheadofanon-profittobetoolargefortheircommunitytobear.NumFOCUSprovidesacriticalserviceasanumbrellaorganizationforthisprojects.\r\n\r\nThefollowingprojectswillbeparticipatingundertheNumFOCUSumbrella:\r\n\r\n-[Cantera](http://cantera.org/)-Canteraisalibrarytosolveproblemsinvolvingthermodynamics,chemicalkinetics,andtransport.\r\n-[conda-forge](https://conda-forge.org)-Acommunityledcollectionofrecipes,buildinfrastructureanddistributionsforthecondapackagemanager.\r\n-[DataRetriever](http://www.data-retriever.org)-TheDataRetrieverisapackagemanagerfordata.\r\n-[FEniCSProject](https://fenicsproject.org)-FEniCSisanautomatedfiniteelementlibraryusedtosolveequationsusedinmodeling,featuringadomain-specificlanguageandautomatedcodegeneration.\r\n-[Gensim](https://github.com/RaRe-Technologies/gensim)-\"TopicModellingforHumans.\"Gensimisanopen-sourcePythonlibraryfortopicmodelling,documentindexingandsimilarityretrievalwithlargecorpora.\r\n-[Julia](https://julialang.org)-Juliaisahigh-level,high-performancedynamicprogramminglanguagefornumericalcomputing.Itprovidesasophisticatedcompiler,distributedparallelexecution,numericalaccuracy,andanextensivemathematicalfunctionlibrary.\r\n-[MDAnalysis](https://www.mdanalysis.org)-MDAnalysisisaPythonlibrarytoanalyzetrajectoriesfrommoleculardynamics(MD)simulations.\r\n-[PyMC3](http://docs.pymc.io)-PyMC3isapythonmoduleforBayesianstatisticalmodelingandmodelfittingwhichfocusesonadvancedMarkovchainMonteCarloandvariationalfittingalgorithms.\r\n-[Stan](http://mc-stan.org)-Stanisaprobabilisticprogramminglanguagefordataanalysis,enablingautomaticinferenceforalargeclassofstatisticalmodels.\r\n-[Shogun](http://shogun.ml)-Shogunisandopen-sourcemachinelearninglibrarythatoffersawiderangeofefficientandunifiedmachinelearningmethods.\r\n-[yt](http://yt-project.org)-ytisacommunity-developedanalysisandvisualizationtoolkitforexaminingdatasetsinavarietyofscientificdisciplines.\r\n\r\nVisitour[page](https://github.com/numfocus/gsoc)formoreinformation.","url":"https://www.numfocus.org","logo":"//lh3.googleusercontent.com/HVjtQ2I4zfHth4wsGMFWynoFYktTBGviap7IKNbbXqj_jUjs0xBKayi8mvVv4gYe3g3wstalV3dG2UdmWSbYMOA0uG84uPw"},"author":{"@type":"Person","name":"WuweiLin"}},"852":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"MetaReviewTasksLists","description":"Listpullrequest/mergerequest(ingitlab)thathavenorevieweryet.Provideaneasywayfornewcomer/developertodocontributiontoaprojectbygivingreviewtootherpeoplepullrequests.\nOncecomplete,thisprojectwillhelpsharingthetasksofreviewingapullrequestonaproject.Thisisalsomaybethesolutionofhttps://github.com/coala/coala/issues/4080,wheredeveloperspendtoomuchtimefindingPRthathaven\u2019tbeenreviewed.Thisprojectsaimstogettingmoredeveloperdoingreviewsworksandsharingreviewsworkload,byprovidinganeasywaytofindissuesthathasnotbeenreviewed.Italsohelpproject\u2019smaintainer/developerdoreviewmoreefficient.\nTheGoalofthisprojectsisaserverlesswebpagewheretheusercanfindPullRequestthathaven\u2019tbeenreviewed.UsercanselectprojectsinOpenSourcehostingserviceslikeGitHuborGitLab.Theyalsohavetheabilitytoselectpreferedprogramminglanguage,tags,ownerofthepullrequests,andothermetadatathatisprovidedbythewebservices(Github/Gitlab).","sponsor":{"@type":"Organization","name":"coala","disambiguatingDescription":"LintingandFixingCodeforAllLanguages","description":"coala:LanguageIndependentCodeAnalysis\n\ncoalaprovidesacommoncommand-lineinterfaceforlintingandfixingallyourcode,regardlessoftheprogramminglanguagesyouuse.Itallowsuserstoanalyseprojectscontainingmultiplelanguageswithjustonetool,usingjustoneconfigurationandseeingjustoneuserinterface.\n\n#Howdoesitwork?\n\nWithcoala,youcreatejustoneconfigurationfile.Itcanbeseparatedintosectionsthatrunindependentlytofitdifferentscenarios.Usingdifferentbears(whicharecoala'smodules)userscanworkwithawiderangeofexistingtools,wrappedbybears,andnativeanalysisroutines.Thisenablesuserstochecktheirpythoncodeforpep8conformity,calculatecomplexityfortheirjavacode,findcodeduplicatesintheCcodeandcheckthedocumentationforspellingerrors,whilemakingsurethecommitsfollowthesetguidelines.Allcontrolledviaoneconfigurationfile,runwithonecommandandservedinthesameuserinterface.\n\n#ForUsers\n\ncoalaoffersaunifiedstaticcodeanalysissuite.Itcanbeusedasasimplestandalonetestingsuite,pre-commithookandCItool.Besidesthenormaluserinteractivemode,thereisanoninteractivemodeforCI,ahtmloutputmode,toviewresultsinthebrowser,andJSONoutputifyouwanttointegratecoalaintoyourownsystem.Ifimplemented,coalaevenofferstoautomaticallyfixproblems.\n\n#ForDevelopers\n\nYoucaneasilywriteyourownbears.coalaiswrittenwitheaseofextensioninmind.Thatmeans:nobigboilerplate,justwriteonesmallobjectwithoneroutine,addtheparametersyoulikeandseehowcoalaautomatestheorganisationofsettings,userinteractionandexecutionparallelisation.\n\n#ForNewcomers\n\ncoalaoffersagreatnewcomerexperiencewithanindepthstepbystepguideforyourfirstcontribution,extensivedocumentationofthewholeworkflowandfastandeasycommunicationoverthegitterchannel.","url":"https://coala.io/","logo":"//lh3.googleusercontent.com/w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"@type":"Person","name":"GagandeepSingh-2"}},"855":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"CreateCustomLists.","description":"ThisprojectaddsanewfeaturetoWorldbrain'sMEMEXawebextension.ThefeatureenablesuserstoaddCustomLists.AListisacollectionofpagesthattheuserwouldliketogrouptogether.ThisprojectimplementstheUI/UXforaddinganddeletingcustomlistsaswellasadding/deletingPagestothelist.Aswellallrelatedfunctionsandmodules.","sponsor":{"@type":"Organization","name":"WorldBrain.io-VerifyingtheInternet","disambiguatingDescription":"Bookmarkingextensionthatworkslikeyourbrain-full-textsearcheverything.","description":"WorldBrain\u2019smissionistomakeiteasierforpeopletoorganise,recover,andsharethemostusefulandtrustworthycontenttheyfindontheweb.\nTodothat,webuiltMemex.Anopen-sourcebookmarkingtoolforgreatthinkers:theresearchers,scientists,academics,students,polemics,publishers,reporters,andwriterswhowanttomaketheworldabetterplaceusingfacts,research,andverifiedinformation.\n\nWithMemexwewanttohelpyoueasethefrustrationofnotbeingabletofindsomethingyou\u2019veseenonline,whetherit\u2019sawebsite,apostonsocialmedia,ausefulcomment,orimportantquote.\nUserscanfindthingsagain,bysearchingforeverywordofeverywebsitevisited\u2013plustheycanfilterbydomain,customtagsortime.\nAlsouserscancreatelinkstohighlightsofarticles,theycansendtootherpeople.\n\nMemexisbuiltwithfullprivacyanddataownershipinmind.\nAlldataisstoredlocallyonauser\u2019sowncomputer.Youcanalsopauseindexing,ortoblacklistdomainsorURLs.\n\nOurlong-termvisionistobattleonlinemisinformation,byenablinguserstobuildonthepastweb-researchofotherpeople,andbreakoutoftheirfilterbubblesbycomparingmultipledifferentopinions.(worldbrain.io/vision)","url":"http://worldbrain.io","logo":"//lh3.googleusercontent.com/8g3dUIyto5-mko4qVa5DTHNuS3EXJdLPFrEqOIT328p-9BmRiO7D7Pgr-I7EGBkEzPLuj_5JV3YMNm9-23dFsds4YxJlDu73"},"author":{"@type":"Person","name":"SubratSahu"}},"856":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImplementingintegrationpluginsinRocketMQforHBaseandBeam","description":"Thisproposalaimsatdesigning,implementingandevaluatingpluginsthatintegrateRocketMQwithboththeHBasedatastoreandtheBeamdataprocessingmodel.TheseintegrationpluginswillimproveRocketMQofflinestoragecapabilitiesandbenefituserswithstringentlarge-scaleanddata-intensiveprocessingneeds.EndresultsofthisproposalincludeHBaseandBeampluginimplementations,aswellasexhaustiveunittests,applicationexamplesanddocumentation.","sponsor":{"@type":"Organization","name":"ApacheSoftwareFoundation","disambiguatingDescription":"Providingopensourcesoftwaretothepublicfreeofcharge","description":"TheFoundationprovidesanestablishedframeworkforintellectualpropertyandfinancialcontributionsthatsimultaneouslylimitscontributorspotentiallegalexposure.Throughacollaborativeandmeritocraticdevelopmentprocess,Apacheprojectsdeliverenterprise-grade,freelyavailablesoftwareproductsthatattractlargecommunitiesofusers.ThepragmaticApacheLicensemakesiteasyforallusers,commercialandindividual,todeployApacheproducts.","url":"https://apache.org","logo":"//lh3.googleusercontent.com/Ts05O7XpiUbt2I8JQlpAp2lVKVTRp-dsfu0FH9-FJouJud6XN6jSlkdnoBfiTE31BnIl8j75CXTF2RLgvhdPQC6s5COZFmDH"},"author":{"@type":"Person","name":"SergioEsteves"}},"857":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"MereologyinComputationalphilosophy","description":"MyprojectwillbetoequipIsabellewiththetheoryofMereologyorinotherwords,theconceptofparts.","sponsor":{"@type":"Organization","name":"AOSSIE-AustralianOpenSourceSoftwareInnovationandEducation","disambiguatingDescription":"AustralianUmbrellaOrgforOpen-SourceProjects","description":"WeareanAustraliannot-for-profitumbrellaorganizationforopen-sourceprojects.Webelievetheopen-sourcephilosophyprovidesaresource-efficientchanneltotransferknowledgeandachieveinnovationandeducation.\n\nIn2018,weofferthefollowingprojects:\n\n***Agora**(Scala):alibraryofvotecountingalgorithmsfordemocraticelections.\n***Scavenger**(Scala):anautomatedtheoremproverforfirst-orderlogic.\n***MindtheWord**(JavaScript,HTML,CSS):abrowserextensionthathelpsuserstolearnnewlanguages.\n***CarbonFootprint**(JavaScript,HTML,CSS):abrowserextensionthatraisesenvironmentalawarenessregardingC02emissions.\n***CarbonFootprint-MobileApp**(ReactNative,Android,iOS):amobileappthatraisesenvironmentalawarenessbytrackinguseractivityandcalculatingcarbonfootprints.\n***CarbonFootprint-API**(JavaScript(Node.JS),MongoDB):ARESTAPIthatcalculatesCarbonFootprintsofanythingmeasurable.\n***ComputationalPhilosophy**(Isabelle):formalizationsofphilosophicaltheoriesandargumentstowardscomputer-assistedmetaphysics,asenvisagedbyLeibniz.\n***Stardroid(a.k.aGoogleSkyMaps)**(Android/iOS):SkyMapisahand-heldplanetariumforyourAndroiddevice.Canbeusedtoidentifystars,planets,nebulaeandmore.\n***CrowdAlert**(ReactNative,Android,iOS):across-platformmobileapplicationthatallowsuserstopostandviewincidentsaroundthem.\n\nWehaveadiversegroupofmentors,includingGSoCstudent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wide,forexample:\n-[Astropy](http://astropy.org)isageneralPythonlibraryforastronomy,providingcommontoolssuchascelestialcoordinates,imageprocessing,tabulardatareadingandwriting,unitsandsupportforastronomy-specificfileformats;\n-[SunPy](http://sunpy.org)providesutilitiesforobtainingandrepresentingsolarphysicsdata,withclientsforsomeofthelargestonlinesolarphysicsdataarchivesandsolarspecificanalysisandvisualisationcode;\n-[Glue](http://www.glueviz.org/)isadatavisualizationapplicationandlibrarytoexplorerelationshipswithinandamongrelateddatasets.\n-[JuliaAstro](http://juliaastro.github.io/)isasetofpackagesforgeneralastronomyandastrophysicsanalysisusingJulia;\n-And[more](http://openastronomy.org/members/)!\n\nAsasingleorganisation,weaimtostrengthencollaborationsbetweenthedifferentsub-organisations,andatthesametimeincreasetheawarenessamongourusersonthecapabilitiesofour\"sister\"projects.","url":"http://www.OpenAstronomy.org","logo":"//lh3.googleusercontent.com/FL30n87tZ0jG3w7DLl5Fa6oG_PhdKCTXub0TS67vZLet7tMaT-yQM6ePapW43UFLs2nDStR0O8L1DqB0Sod05LnXexh0H2M"},"author":{"@type":"Person","name":"VishnunarayanKI"}},"905":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Mifos-Mobile-AppVersion3.0","description":"Thisyeartheprojectaimstoextendtheservicesprovidedtotheend-usercustomerby-\n*Addingachatextensiontoimprovecommunicationbetweenclientandbank\n*Addingexternalpaymentsupporttoincreasethesmoothnessandlibertyoftransaction(mainlyloanrepayment)\n*ImprovingtheUIformoreuser-friendlyinteraction\n*Supportforaddingguarantors,viewingreports,viewingshareaccounts,editingpersonaldetails,applyingforsavingsaccount,addingbeneficiarybyimportingQRcodefromagallery,answeringasurveyandmuchmore.","sponsor":{"@type":"Organization","name":"TheMifosInitiative","disambiguatingDescription":"EndPovertyOneLineofCodeataTime","description":"TheMifosInitiativeisaUS-based501(c)3non-profitwhosemissionistospeedtheeliminationofpovertybyleadingaglobalcommunitythatbuilds,supports,andusesMifosX,afreeandopensourceplatformenablingtheeffectiveandefficientdeliveryofresponsiblefinancialservicestotheworld\u2019s2billionpoorandunbanked.Ourunprecedentedapproachtotechnology-enabledfinancialinclusionunitesfinancialinstitutions,localtechnologypartners,andvolunteerdeveloperstocollectivelyadvanceopensourcebankinginfrastructuresothesectorcansustainablybuildimpactfulinnovationsindigitalfinancialservices.\nMorethan7millionclientsarebeingreachedby300financialinstitutions&fintechinnovatorswhousetheMifossoftwaretopowertheiroperationsacross40+countries.Theyaresupportedbyaglobalcommunityof100deploymentpartners&hundredsofvolunteers.\nForthepastdecade,we\u2019vebeenattheforefrontoftransformativetechnologyforfinancialservicestothepoor.Ourtechnologystackprovidescompletebankinginfrastructurethatiscloud-native,mobile-enabled,andscalabletothebillionsinneedofcost-effectivefinancialservices.Ourprojectscenteraroundweb&mobileappsthatleverageAPIsfromtheApacheFineractplatform&ApacheFineractCN,ourlatestevolutionandtheworld'sonlyopensourceapplicationframeworkfordigitalfinancialservices.\nYouwillworkwithaglobalcommunityofbrilliantmindsguidedbyoursharedvisionofcreatingaworldof3BillionMaries.You'llbementoredbyleadingfintechdeveloperstobuildinnovationtoresponddirectlytotheneedsoftheBaseofthePyramid:\n*MobileWallets&MobileBankingAppsviaSMS,USSD,&Android\n*AndroidMobileAppstoempowerfieldofficerstoeffectivelyservethepoor\n*AngularJSbasedwebappsformanagingthebackofficeofafinancialinstitution\n*Cuttingedgewebappsforself-servicebankingforthepoor\n*Cloud-native,enterprisebankingarchitecture","url":"http://mifos.org","logo":"//lh3.googleusercontent.com/WAb52-9xX9s-iqZOS9xavNdiM2VLl_l2J7cyO9a2GViwPyaH0M-HDC5nHiK99zY0OBXXxz5UkcthPArCvSMrpj5fdFY2SvY"},"author":{"@type":"Person","name":"manishk16x"}},"906":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"MappingCriminalActivity","description":"I'mmakingacriminologygatewaywhichwouldmakedatamoreaccessibletothosewiththeproperclearancebycreatingawebapplicationthatiseasytouseandpickuptoillustratetrendsincriminalactivityinareasofIndianapolis.","sponsor":{"@type":"Organization","name":"ApacheSoftwareFoundation","disambiguatingDescription":"Providingopensourcesoftwaretothepublicfreeofcharge","description":"TheFoundationprovidesanestablishedframeworkforintellectualpropertyandfinancialcontributionsthatsimultaneouslylimitscontributorspotentiallegalexposure.Throughacollaborativeandmeritocraticdevelopmentprocess,Apacheprojectsdeliverenterprise-grade,freelyavailablesoftwareproductsthatattractlargecommunitiesofusers.ThepragmaticApacheLicensemakesiteasyforallusers,commercialandindividual,todeployApacheproducts.","url":"https://apache.org","logo":"//lh3.googleusercontent.com/Ts05O7XpiUbt2I8JQlpAp2lVKVTRp-dsfu0FH9-FJouJud6XN6jSlkdnoBfiTE31BnIl8j75CXTF2RLgvhdPQC6s5COZFmDH"},"author":{"@type":"Person","name":"DavisJoseph"}},"907":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"CodeCoveragePlugin","description":"Acodec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esametime,weareaddingstate-of-the-artalgorithmsanddatastructurestoincreasethespeedandflexibilityofXIA.WehopethatthisiterativerefinementwillmakeXIAanenticingchoiceforthefutureofnetworking.\n\nTheXIAprojectwasestablishedin2010asacollaborationbetweenBostonUniversity(BU),CarnegieMellonUniversity,UniversityofWisconsin-Madison,andDukeUniversity.LinuxXIA,thenativeimplementationofXIAintheLinuxkernel,becameaprojectmemberofSoftwareFreedomConservancyin2016.\n\nPranavGoswami,oneofourpreviousstudents,hassummarizedthegrowthexperiencethatGSoChasbroughttohimandotherofourstudentsinthefollowingtestimonial:\n\n\u201cWorkinginGSoCasastudent(2015)andthenasamentor(2017)forLinuxXIAhasbeenrewardinginmanyaspectsand,throughoutthisjourney,Ihavegrownalotandlearnedalot.Startingoutasastudent,IwasguidedveryproficientlybyMichel,Qiaobin,John,andCodythroughouttheprogram.This,inturn,boostedmyconfidenceandimprovedmycommunicationaswellascodingstandard.Italsogavemein-depthknowledgeaboutthekerneldevelopmentandusingpresenttechnologiestobuildfutureideas.LinuxXIAgivesampleopportunitiestoimproveandtakechargeintheprocess.Aftersuccessfullycompletingtheprogramtheteamtrustedmetotakeamorechallengingroleasamentor.Theirbeliefmotivatedmetoworkharderanddelivermoretomymentees.Thisexperiencehashelpedmedevelopmyoverallprofile.AsaGSoCorganization,Icouldn'thaveaskedformore.Thankyou,XIAteam!\u201d","url":"https://github.com/AltraMayor/XIA-for-Linux/wiki","logo":"//lh3.googleusercontent.com/5pSgr94K_LHENfQz9wakTsfWeMnoBDd09U1D2sxCPFu1yrLIxbRVCjTjlkv0EPr5PEyXi6E1Ou_ELN47SrihvvSUJRtm8g"},"author":{"@type":"Person","name":"HrishavMukherjee"}},"914":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"LibreOfficeAndroidViewer","description":"Currently,therearemanyfeaturesoftheandroidviewerareeithernotimplementedornotworkingproperly.Forinstancetheresnooptionforneitherpritingthedocumentsnorexportingtopdf.AlsotilerenderingisworkingextremelyslowandsometimesitcausesacrashespeciallyonCalcdocuments.Ihavesomeideastothisrenderingproblemsuchasusingcachebecauseinoticedtheandroidviewerrendersthesametilesoverandoveragaineventhotheyarenotchangedwhilethezoomisthesame.MaybewedontneedtousecachetofixthismaybesomeothermechanismcanbeimplementedtopreventthisfromhappeningwhichiswhyIneedamentor:).Therearealotofworktodonotjustthesetwoofthemofcourse.Ihopeyouguysacceptmyproposalsothatwecanstartworkingonit.","sponsor":{"@type":"Organization","name":"LibreOffice","disambiguatingDescription":"LibreOfficeistheleadingfreeandopensourceofficesuite.","description":"LibreOfficeisamodernFree&OpenSourceOfficesuite,oneofthelargestopensourceprojects,andusedbymillionsofusersworldwide.LibreOfficeiscompatiblewithmanyfileformatslikeMicrosoft\u00aeWord,Excel,PowerPointandPublisher.Atitsheartthough,LibreOfficeisbuiltaroundanopenstandard,theOpenDocumentFormat,asitsnativefileformat.\n\nLibreOfficeisdevelopedbyuserswho,justlikeyou,believeintheprinciplesofFreeSoftwareandinsharingtheirworkwiththeworldinnon-restrictiveways.ThedevelopmentofLibreOfficeissupportedbyTheDocumentFoundationwhichprovidestheinfrastructurefortheproject.\n\nWebelievethatusersshouldhavethefreedomtorun,copy,distribute,study,changeandimprovethesoftwarethatwedistribute.Whilewedoofferno-costdownloadsoftheLibreOfficesuiteofprograms,FreeSoftwareisfirstandforemostamatterofliberty,notprice.Wecampaignforthesefreedomsbecausewebelievethateveryonedeservesthem.\n\nThoughthemembersofourcommunityhailfrommanydifferentbackgrounds,weallvaluepersonalchoiceandtransparency,whichtranslatespracticallyintowidercompatibility,moreutility,andnoend-userlock-intoasingleproduct.WebelievethatFreeSoftwarecanprovidebetter-quality,higher-reliability,increased-security,andgreater-flexibilitythanproprietaryalternatives.LibreOfficeisalargeproject(approx.6MLOC),whichmakesitinterestinglycomplex,butatthesametime,providesaplaceforallsortsofcontribution&skills.\n\nThecommunitybehindLibreOfficeistheheartoftheproject,withoutwhichwewouldnothavetheresourcestocontinuedevelopingoursoftware.Thepassionanddrivethateveryindividualbringstothecommunityresultsincollaborativedevelopmentthatoftenexceedsourownexpectations.Withtonsofdifferentrolesintheproject,weinviteeveryonetojoinusinourworkandhelpustomakeLibreOfficeknown,prosper,andaccessibletoall.","url":"https://www.libreoffice.org/","logo":"//lh3.googleusercontent.com/O95m5reO6o-koX6olazgJEd18frr4_ZCBENbFopAjRKdSUXj3ldlG5OOBnFk5QI-Dzt7_0zFP3Mqx-RUOiwJINig1rn_Vcc"},"author":{"@type":"Person","name":"MuammerMertT\u00fcmer"}},"915":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"SimplifyusageofVCFvalidationsuite","description":"vcf-validatorisasuiteofcommand-linetoolsthatcanvalidateandfixVCFfiles.Thegoalofmyprojectistoovercomethelimitationsofthevalidationsuitethatrestrictitssuitabilityforuserswithalesstechnical,morebiologicalprofile.Iwouldperformthefollowingtasks:\n\nThesuiteishardtocompilefornon-Linuxoperatingsystems.GraduallytheuserbasesofWindowsandMacOSXaregrowing,andasimpleconcisewayofbuildingthetoolmustbeprovidedtotheusers.Toaccomplishthis,IaimtosimplifythebuildprocessforWindowsandMacOSX.\n\nCurrently,thesuiteiscompletelyterminal-basedandcanonlyreadfromandwritereportstolocalfilesandneedstobeinstalledandexecutedintheuser\u2019smachine.Todealwiththis,Iaimtoprovideanetworkinterfacetorunthesuiteasaservicethatwouldallowuserstovalidatetheirownremotefiles,oradynamicallygeneratedVCFstream.\n\nIftheinputVCFiscompressed,itistheuser'sresponsibilitytodecompressit.Mytaskistoreducethisextrastepbymakingthevalidatoritselfcapableofdecompressingsuchfiles.\n\nIwouldinvestigatehowtoinsertchecksumsofreferencegenomesequencesintheVCFheader.","sponsor":{"@type":"Organization","name":"GlobalAllianceforGenomicsandHealth","disambiguatingDescription":"Wedevelopopenstandardsandtoolsforgenomicstobenefithumanhealth.","description":"TheGlobalAllianceforGenomicsandHealthwasformedtohelpacceleratethepotentialofgenomicmedicinetoadvancehumanhealth.Itbringstogetherover400leadingGenomeInstitutesandCenterswithITindustryleaderstocreateglobalstandardsandtoolsforthesecure,privacyrespectingandinteroperablesharingofGenomicdata.","url":"http://ga4gh.org","logo":"//lh3.googleusercontent.com/JhhDbXP-zktUoddrD0VYmLDsrrGv_yslcnG3Q_LyIWjmrRIJdhqOPR98r1_eZts3Lhjc2KD3FtNQGSs7fDo0oAI1rMyypa7t"},"author":{"@type":"Person","name":"SarbjitSingh"}},"916":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"GsocProposal:Amahi11","description":"Inthisproject,myworkwillmainlyfocusesonworkingasfullstackdeveloperforAmahi.IwillimplementnewAPIendpointswhichcanbeconsumedbytheamahimobileapplications.Iwillconvertcompletefront-endtoresponsivedesignusingbootstrap.ThereisalsoaneedforproperdocumentationofAmahibackendAPIs.Gooddocumentationwillserveassinglepointreferenceforallpresentdevelopersandfuturecontributors,whichthushelpsinexpandingtheAmahicommunity.Inthisproject,Iwillalsoimplementsharingoffoldersfunctionalityamongfriends.\n\nThisprojectcanbemainlydividedinto3parts:-\n\nPart1:Bootstrappingcompletewebsite\n\nPart2:DevelopingnewAPIendpointswithdocumentationusingswaggerspecification\n\nPart3:ImplementingSharingofFoldersamongfriend\u2019sserver","sponsor":{"@type":"Organization","name":"Amahi","disambiguatingDescription":"Amahi,ahomedigitalassistantatyourfingertips.","description":"TheAmahiLinuxHomeServermakesyourhomenetworkingandstoragesimple.WeliketocalltheAmahiserversHDAs,for\"HomeDigitalAssistants.\"EachHDAdeliversallthefunctionalityyouwouldwantinahomeserver,whilebeingeasytousefromawebbrowserandmobileapps.\n\nAmahicanturnpopularLinuxdistributionsintoasimpletousenetworking,storageandappserver.Theservermanagementisdonethroughafriendlyuserinterface(the\"platform\u201d).Theplatformallowscontrollingusersloginandstorageaccesspermissions,managingsomenetworkserviceslikeDHCPandDNS,aswellasprovidingmanyappsthattheuserscaninstall.TheplatformwebinterfaceisimplementedinRubyonRailsandrunsinthewebserveralongwithotherapps.\n\nTheinstallationprocessisdonebyinstallingthebasedistribution(Fedoraatthemoment)andafterthat,runningtheAmahiinstalleratthecommandline.\n\nOncetheinstallationiscomplete,thenetworkserviceskickin,storagecanbeusedandapplicationsareinstalledbyusers.SomeapplicationsarePlugins(developedasanRoR\"engine\")andsomeareverypopularopensourceappsandservices.","url":"http://www.amahi.org","logo":"//lh3.googleusercontent.com/Yjd0G2IvDEIMV1JbK3_ScmmIvcMTrhApySNmFolCW1b-Yytwh__UPMy4wFnl_0YUco4tVQOewgNpP5XBMHReiJpfvL6bOOU"},"author":{"@type":"Person","name":"SukhbirSingh"}},"917":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"StiffnessDetectionandAutomaticSwitchingAlgorithmsforOrdinaryDiffEq.jlandToolingforModelingToolkit.jl","description":"Stiffordinarydifferentialequations(ODEs)anddifferentialalgebraicequations(DAEs)withhighindexnumberareproblemspresentinphysicalmodelslikeBrusselatorandEuler-Lagrangeequationswithconstraints.Stiffnessdetectionandautomaticswitchingalgorithmswillnotonlyhelpuserschooseanearoptimalsolverfortheproblem,butitwillalsogreatlyimprovetheefficiencyofsolvingODEsbyswitchingalgorithmswithinthetimedomainofinterest.StiffnessdetectionandautomaticswitchingalgorithmsarenotpresentlyimplementedformostODEsolversexcept`LSODA`.Also,thereisnoopensourceindexreductionalgorithmforDAEs.Thus,myprojectaimstoimplementproductionreadystiffnessdetectionandautomaticswitchingalgorithms,andindexreductionalgorithmsforDAEsbytheendofthissummer.","sponsor":{"@type":"Organization","name":"NumFOCUS","disambiguatingDescription":"OpenCode=BetterScience","description":"NumFOCUSsupportsandpromotesworld-class,innovative,opensourcescientificsoftware.Mostindividualprojects,eventhewildlysuccessfulones,findtheoverheadofanon-profittobetoolargefortheircommunitytobear.NumFOCUSprovidesacriticalserviceasanumbrellaorganizationforthisprojects.\r\n\r\nThefollowingprojectswillbeparticipatingundertheNumFOCUSumbrella:\r\n\r\n-[Cantera](http://cantera.org/)-Canteraisalibrarytosolveproblemsinvolvingthermodynamics,chemicalkinetics,andtransport.\r\n-[conda-forge](https://conda-forge.org)-Acommunityledcollectionofrecipes,buildinfrastructureanddistributionsforthecondapackagemanager.\r\n-[DataRetriever](http://www.data-retriever.org)-TheDataRetrieverisapackagemanagerfordata.\r\n-[FEniCSProject](https://fenicsproject.org)-FEniCSisanautomatedfiniteelementlibraryusedtosolveequationsusedinmodeling,featuringadomain-specificlanguageandautomatedcodegeneration.\r\n-[Gensim](https://github.com/RaRe-Technologies/gensim)-\"TopicModellingforHumans.\"Gensimisanopen-sourcePythonlibraryfortopicmodelling,documentindexingandsimilarityretrievalwithlargecorpora.\r\n-[Julia](https://julialang.org)-Juliaisahigh-level,high-performancedynamicprogramminglanguagefornumericalcomputing.Itprovidesasophisticatedcompiler,distributedparallelexecution,numericalaccuracy,andanextensivemathematicalfunctionlibrary.\r\n-[MDAnalysis](https://www.mdanalysis.org)-MDAnalysisisaPythonlibrarytoanalyzetrajectoriesfrommoleculardynamics(MD)simulations.\r\n-[PyMC3](http://docs.pymc.io)-PyMC3isapythonmoduleforBayesianstatisticalmodelingandmodelfittingwhichfocusesonadvancedMarkovchainMonteCarloandvariationalfittingalgorithms.\r\n-[Stan](http://mc-stan.org)-Stanisaprobabilisticprogramminglanguagefordataanalysis,enablingautomaticinferenceforalargeclassofstatisticalmodels.\r\n-[Shogun](http://shogun.ml)-Shogunisandopen-sourcemachinelearninglibrarythatoffersawiderangeofefficientandunifiedmachinelearningmethods.\r\n-[yt](http://yt-project.org)-ytisacommunity-developedanalysisandvisualizationtoolkitforexaminingdatasetsinavarietyofscientificdisciplines.\r\n\r\nVisitour[page](https://github.com/numfocus/gsoc)formoreinformation.","url":"https://www.numfocus.org","logo":"//lh3.googleusercontent.com/HVjtQ2I4zfHth4wsGMFWynoFYktTBGviap7IKNbbXqj_jUjs0xBKayi8mvVv4gYe3g3wstalV3dG2UdmWSbYMOA0uG84uPw"},"author":{"@type":"Person","name":"YingboMa"}},"918":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ExtendingRCManagerfunctionalities","description":"RCManagerisagraphicdeploymenttoolforworkingwiththeroboticcomponentsofRoboComp.Itisanindispensabletoolformanaginghighlycomplexrobotswhichultimatelyposethemselvesaslarge-scaledistributedsystemsandisbasedonthepopularlyusedMVCarchitecture.\n\nMyearlierGSoCprojecteffectedtheimplementationofallthecorecomponentsofRCManager.Thisyear,IintendtodevelopadditionalfeaturesfortheRCManager,whichincludesimportanttoolsliketheedgeprober,andthecomponentlistretriever.Apartfromthese,anumberoftrivialGUIoptions(likeanexhaustivemenubar)wouldbeaddedtoenhancetheusabilityofthistool.Sincethistooldealswithcomponentsbeingdeployedatremotelocations,theinvolvedfunctionalitieswouldrequireextensivetestinganddocumentation.Myobjectiveistoenableusreleaseaninitialbetaversionofthistoolbytheendofthisyear'sprogram.","sponsor":{"@type":"Organization","name":"RoboComp","disambiguatingDescription":"RoboCompisanopen-sourceframeworktodevelopandmanagerobotcomponents.","description":"RoboCompisanopen-sourceRoboticsframeworkprovidingthetoolstocreateandmodifysoftwarecomponentsthatcommunicatethroughpublicinterfaces.Componentsmayrequire,subscribe,implementorpublishinterfacesinaseamlessway.Buildingnewcomponentsisdoneusingtwodomainspecificlanguages,IDSLandCDSL.WithIDSLyoudefineaninterfaceandwithCDSLyouspecifyhowthecomponentwillcommunicatewiththeworld.Withthisinformation,acodegeneratorcreatesC++and/orPythonsources,basedonCMake,thatcompileandexecuteflawlessly.Whensomeofthesefeatureshavetobechanged,thecomponentcanbeeasilyregeneratedandalltheuserspecificcodeispreservedthankstoasimpleinheritancemechanism.","url":"http://robocomp.org/","logo":"//lh3.googleusercontent.com/mi9Z9-PZ05YOCxJhSZeTWKMhEfwwixIsAY3W_bvMQpAW817z1EMrRhk-nAmffH7SI5TmxpIprMhdkl8L4lKw7WOO9l8iGFKV"},"author":{"@type":"Person","name":"MayankKumar-1"}},"919":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"AutomaticbuildswithclangusingOBS","description":"DebianpackagebuildswithclangareperformedfromtimetotimethroughmassiverebuildsoftheDebianarchiveonAWS.Theresultsofthesebuildsarepublishedonclang.debian.net.ThissummerprojectaimstoautomateDebianarchiveclangrebuildsbysubstitutingthecurrentclangbuildservicewiththeOpenBuildSystem(OBS).Bytheendofthesummer,theclanglinksontherightcornerofQApackagepageswillpointtoanewOBSclangCI,whichwillconstantlyprovideuptodateclangbuildresultsofthewholeDebianarchive.","sponsor":{"@type":"Organization","name":"DebianProject","disambiguatingDescription":"theuniversaloperatingsystem","description":"TheDebianProjectisanassociationofindividualswhohavemadecommoncausetocreateafreeoperatingsystem.\r\n\r\nDebianGNU/Linuxis:\r\n\r\n*Fullfeatured:Userscanselectwhichpackagestoinstall;Debianprovidesatoolforthispurpose.YoucanfindalistanddescriptionsofthepackagescurrentlyavailableinDebianatanyoftheDebianmirrorsites.\r\n*Freetouseandredistribute:Thereisnoconsortiummembershiporpaymentrequiredtoparticipateinitsdistributionanddevelopment.AllpackagesthatareformallypartofDebianGNU/Linuxarefreetoredistribute,usuallyundertermsspecifiedbytheGNUGeneralPublicLicense.\r\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ttp://mc-stan.org)-Stanisaprobabilisticprogramminglanguagefordataanalysis,enablingautomaticinferenceforalargeclassofstatisticalmodels.\r\n-[Shogun](http://shogun.ml)-Shogunisandopen-sourcemachinelearninglibrarythatoffersawiderangeofefficientandunifiedmachinelearningmethods.\r\n-[yt](http://yt-project.org)-ytisacommunity-developedanalysisandvisualizationtoolkitforexaminingdatasetsinavarietyofscientificdisciplines.\r\n\r\nVisitour[page](https://github.com/numfocus/gsoc)formoreinformation.","url":"https://www.numfocus.org","logo":"//lh3.googleusercontent.com/HVjtQ2I4zfHth4wsGMFWynoFYktTBGviap7IKNbbXqj_jUjs0xBKayi8mvVv4gYe3g3wstalV3dG2UdmWSbYMOA0uG84uPw"},"author":{"@type":"Person","name":"IgorBaratta"}},"964":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImprovementofCO2emissionAPI","description":"ThisprojectaimstoimprovetheexistingRESTfulAPI,thatistoimprovethefunctionalitiesoftheexistingAPIofCarbonEmissions.Thisincludesbothfront-endaswellasbackendimprovisationsformorereliabilityontheAPIfortheemissiondata.Atthesametime,itfocusesonincreasingthestandardsandqualityoftheAPIaswellasthedataendpoints.Thiswillincreasetheversatilityofthecodebase,andmakeitreliableforthecorporate/companiestousetheAPIforcalculatingcarbonemission.","sponsor":{"@type":"Organization","name":"AOSSIE-AustralianOpenSourceSoftwareInnovationandEducation","disambiguatingDescription":"AustralianUmbrellaOrgforOpen-SourceProjects","description":"WeareanAustraliannot-for-profitumbrellaorganizationforopen-sourceprojects.Webelievetheopen-sourcephilosophyprovidesaresource-efficientchanneltotransferknowledgeandachieveinnovationandeducation.\n\nIn2018,weofferthefollowingprojects:\n\n***Agora**(Scala):alibraryofvotecountingalgorithmsfordemocraticelections.\n***Scavenger**(Scala):anautomatedtheoremproverforfirst-orderlogic.\n***MindtheWord**(JavaScript,HTML,CSS):abrowserextensionthathelpsuserstolearnnewlanguages.\n***CarbonFootprint**(JavaScript,HTML,CSS):abrowserextensionthatraisesenvironmentalawarenessregardingC02emissions.\n***CarbonFootprint-MobileApp**(ReactNative,Android,iOS):amobileappthatraisesenvironmentalawarenessbytrackinguseractivityandcalculatingcarbonfootprints.\n***CarbonFootprint-API**(JavaScript(Node.JS),MongoDB):ARESTAPIthatcalculatesCarbonFootprintsofanythingmeasurable.\n***ComputationalPhilosophy**(Isabelle):formalizationsofphilosophicaltheoriesandargumentstowardscomputer-assistedmetaphysics,asenvisagedbyLeibniz.\n***Stardroid(a.k.aGoogleSkyMaps)**(Android/iOS):SkyMapisahand-heldplanetariumforyourAndroiddevice.Canbeusedtoidentifystars,planets,nebulaeandmore.\n***CrowdAlert**(ReactNative,Android,iOS):across-platformmobileapplicationthatallowsuserstopostandviewincidentsaroundthem.\n\nWehaveadiversegroupofmentors,includingGSoCstudentsfrompreviousyearswhodecidedtobecomelong-termcontributorsaswellasacademicswithextensiveexperienceinsupervisingundergraduate,M.Sc.andPh.D.studentsonthesesandprojects,whoseresultsareoftenpublishedandpresentedinthemostprestigiousconferencesofourresearchfields.\n\nWearelookingforexcellentstudentswhoareinterestedinbecominglong-termcollaboratorsinourprojects.IfyouareaprospectivestudentinterestedindoingyourGSoCprojectwithus,dropusalineandstartcontributing.","url":"http://aossie.org/","logo":"//lh3.googleusercontent.com/JlCbheGbtH098VfiQYQT-QuE-dslLBbYnT1lN03mAfmtvKHrpul5oQN2q00_O9djfH5eju5XUqxoBS1eWVjsnvjnmkr7MxA"},"author":{"@type":"Person","name":"RaghavendraVedula"}},"965":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"PlagiarismdetectorandGhostmode","description":"Plagiarismdetector:Intherealcontestthereareprobabilitythatuserscheatotherscodeorhelpeachother.Inordertopreventthisrisk,itisnecessarytobuildaservicethatcananalyzesourcecodesubmissions.\n\nGhostmode:Usersoftenwanttoreplaypastcontest.Whenusersreplayinganypastcompetitiontheywillbeabletoseeareplayofthescoreboardexactlyasrecordedduringtheoriginalcompetition.Thisisimportantbecauseitletsuserstosimulatetheirperformancewithoriginalscoreboard.","sponsor":{"@type":"Organization","name":"omegaUp.com","disambiguatingDescription":"omegaUpisaimedtoincreasethenumberoftalentedSoftwareEngineersinLatAm.","description":"omegaUpisanon-profitorganization(501c3)aimedtoincreasethenumberoftalentedSoftwareEngineersinLatinAmerica.StudentscanuseouropensourceplatformomegaUp.comtolearnandimprovetheirComputerScienceskillsthroughcodingchallengeswithafunandcompetitiveapproach.\n\nTeachersandtutorscancreatenewcodingchallengesoruseexistingonestostartonlineprogrammingcompetitionswithlocal,nationaloreveninternationalreach.omegaUp.comprovidestheplatformtocreatecodingchallenges,managecontestsandautomaticallygradesolutionstochallengeswithimmediatefeedback.","url":"https://omegaup.org/","logo":"//lh3.googleusercontent.com/C-T7W78lGR4ns_hATPKOwIKvp5vCon9icSYHXtqhWCsjpBIpX93nEqeoaLS4H02OcCq4HI0YdsWPPrQY1LegmZiyX4haqQ"},"author":{"@type":"Person","name":"VincentFango"}},"966":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Rucio:Billio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s,artistsandambassadorsordevelopers.Theprojectembracesawidevarietyoftechnology,peoplewithdifferentlevelsofexpertise,speakingdifferentlanguagesandhavingdifferentculturalbackgrounds.","url":"https://www.opensuse.org","logo":"//lh3.googleusercontent.com/viIVis6NBVYlR0ZR9wREXwLLQEu9Lw1gjTUuvIAwYWhIw3gdtCHlv0hYGcrVHu50ylwqbcodakxV7ZcEI_S9pfwbUSuXS_Hq"},"author":{"@type":"Person","name":"MatheusBernardo"}},"1010":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"BringingStatic_viewstoreview-readystate","description":"ThisdocumentproposesanadditiontoBoost`C++`Libraries\u2014`Static_views`library.\nThelibraryfocusesonworkingwithcompile-time(i.e.`constexpr`)homogeneousdata.\nItsapplicationsrangefromconvertingbitmapsfrom8-bitto24-bitrepresentationsto\nimplementingefficientenumerationtostringconversionsandcustomerrorcategories.","sponsor":{"@type":"Organization","name":"BoostC++Libraries","disambiguatingDescription":"Boostprovidesfreepeer-reviewedportableC++sourcelibraries","description":"Boostprovidesfreepeer-reviewedportableC++sourcelibraries.\n\nWeemphasizelibrariesthatworkwellwiththeC++StandardLibrary.Boostlibrariesareintendedtobewidelyuseful,andusableacrossabroadspectrumofapplications.TheBoostlicenseencouragesbothcommercialandnon-commercialuse.\n\nWeaimtoestablish\"existingpractice\"andprovidereferenceimplementationssothatBoostlibrariesaresuitableforeventualstandardization.TenBoostlibrariesareincludedintheC++StandardsCommittee'sLibraryTechnicalReport(TR1)andinthenewC++11Standard.C++11alsoincludesseveralmoreBoostlibrariesinadditiontothosefromTR1.MoreBoostlibrariesareproposedforstandardizationinC++17.\n\nSince2006anintimateweeklongannualconferencerelatedtoBoostcalledC++NowhasbeenheldinAspen,ColoradoeachMay.BoosthasbeenaparticipantintheannualGoogleSummerofCodesince2007.","url":"http://www.boost.org/","logo":"//lh3.googleusercontent.com/kkg0_gw4dqFGqG4n0NpHKwtdmGotzAxO5zt09QniDCiPiyAvYzKEWW_LlNcX4aj4TcKUOsvsX6yAn-p8jhLIsnj-TkKNQRVe"},"author":{"@type":"Person","name":"TomWesterhout"}},"1011":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"React-basedUIComponentLibrary:Agame-planforuserexperiencedesignoverhaulofMusicBrainz","description":"MusicBrainzisaimingforauserexperienceoverhaul.Tokeepdesignanddevelopmentinsync,bythousandsofcontributorsovertheyears,weneedadesignsysteminplace.Thegoalofthisprojectistobuildthisdesignsystemwhichwillinclude,apartfromassetsandMusicBrainzdesignprinciples,reusableindependentUIcomponentswritteninReact.js.Further,IwilluseReactStorybooktobuildacomponentlibrarywhichwillallowuserstobrowsethroughcomponents,visualisedifferentstatesofeachcomponent,andinteractivelydevelopandtestcomponents.","sponsor":{"@type":"Organization","name":"MetaBrainzFoundationInc.","disambiguatingDescription":"Curatingopendatasetswithopensourcesofterandloadsofvolunteers.","description":"TheMetaBrainzFoundationisanon-profitthatbelievesinfree,openaccesstodata.IthasbeensetuptobuildcommunitymaintaineddatabasesandmakethemavailableinthepublicdomainorunderCreativeCommonslicenses.\n\nOurdataismostlygatheredbyvolunteersandverifiedbypeerreviewtoensureitisconsistentandcorrect.Allnon-commercialuseofthisdataisfree,butcommercialusersareaskedtosupportusinordertohelpfundtheproject.Weencouragealldatauserstocontributetothedatagatheringprocesssothatourdatacanbeascomprehensiveaspossible.","url":"https://metabrainz.org","logo":"//lh3.googleusercontent.com/xvZY_s1qERltlQwlbBiCkjFwMV-jwDJVT6bEipJsbrl48tJLQG2veTrbMLIwCyvyo930AAoMNyxqXo9YIY_yW9IsQqD0aQ"},"author":{"@type":"Person","name":"ChhaviShrivastava"}},"1012":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"EnhancingLibva-UtilswithVP8andHEVCEncodingandTemporalScalabilityforVP8","description":"WiththeproposedGSOC2018projectI'dliketocontributingtoanup-to-datelibva-utils,byaddingVP8andHEVCencodingaswellasVP8temporalscalingsupport.WiththehelpofQRCodesI'dalsoliketoincludeautomatedtestingforbasicimagereproductionoftheencoders.IftimeallowsoptionallytemporalscalingsupportforVP9istargeted.","sponsor":{"@type":"Organization","name":"IntelMediaAndAudioForLinux","disambiguatingDescription":"OpenSourceMedialibraries,Applications,UserspacedriverandSpecification.","description":"IntelMediaandAudioforLinuxisafamilyofmediasoftware,includinglibVA,VAAPI-Intel-Driver,gstreamer-vaapi,libyamiandlibxcam.libVAisanopensourcesoftwarelibraryandAPIspecificationtoprovideaccesstohardwareacceleratedvideodecoding/encodingandvideoprocessing.VAAPI-Intel-DriverisopensourcehardwareacceleratedvideodriverforIntelintegratedgraphicsbasedonlibVA.Gstreamer-vaapiisaGStreamerpluginthatallowshardwareacceleratedvideoprocessingthroughlibVA.libyamiisanopensourcevideocodeclibrarytoacceleratevideodecoding/encodingbasedonlibVA.libxcamisanopensourcecameralibrarytosupportcomputationalphotographyfeatureslike3Aandimageprocessing.Alloftheseprojectsincreasethespeedandperformanceofdecodingandencodingcompresseddigitalvideo,imagingandaudio.TheyalsosupportworkloadoffloadingfromtheCPUtotheGPU.\n\nTheseprojectsareprovidedforoperatingsystemvendors,systemsintegrators,andoriginaldevicemanufacturerswhoarecreatingbrandedorcustomizedoperatingsystemsforembeddeddevices,phones,tablets,convertibles,desktops,gamingandentertainmentsystemsandmore.Independentsoftwarevendorsthatcreateapplicationsandgamescanalsotakeadvantageofthefreelyavailablesourcecodeandbinaries.","url":"https://01.org/linuxmedia","logo":"//lh3.googleusercontent.com/UXbyn2SdWegPlFQlEmBcskvD6upBUg0ELUnU1FQiKEst56nAKYhKrJJ21nTMNnp6eKfFfOcG3Mt7YPC3hfQIw4-tuZyqIQ"},"author":{"@type":"Person","name":"GeorgOttinger"}},"1013":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ZulipElectronGSoCProposal2018","description":"Inthisproject,Iwillfocusonthedesktop(electron)projectofZulip.Themajoraimwouldbetofixupmostofthehighpriorityissues,polishinguptheUI,refactoringcodealongwithimprovingthecurrenttestsuiteandimplementfewoftherequirednewfeatures.It'dalsoincudeactivelyrespondtouserissuesandquicklysuggestresponsesorimplementquickfixes.\nMymainaimistomakeZulipdesktopappatparwiththeothermajordesktopappsandmakeitmoreuser-friendly.","sponsor":{"@type":"Organization","name":"Zulip","disambiguatingDescription":"Powerful,modern,opensourceteamchat,completewithappsforeveryplatform.","description":"Zulipisapowerful,opensourcegroupchatapplication.ItcompeteswithSlack,IRC,Jabber,anddozensofothergroupchattoolsdesignedtohelpteams(whetheropensourceprojectsorcompanies)collaborateeffectively.Zulipsupportsfastsearch,drag-and-dropfileuploads,imagepreviews,groupprivatemessages,configurablenotifications,missed-messageemails,markdownmessagerendering,and[muchmore](https://zulipchat.com/features)--essentiallyeverythingyoumightwant.\n\nUnlikeSlack,it\u2019sopensourceandhasawelcomingcommunityofover400volunteercontributors.UnlikeIRC/Jabber/etc.,Zulipisacomplete,modernapplication,withanicewebinterface,mobileappsforiOSandAndroid,anddesktopappsforMac/Linux/Windows.Andunlikeallotherpopulargroupchattools,Zulipisdesignedtomakeconversationsmoreefficientthroughitsuniquethreadingsystemthathelpsteamsmanagelargenumbersofmessages.Inparticular,Zulipmakesiteasytohavemultipleconversationsatthesametimewiththesamegroupsofpeople,andeasytocatchuponhundredsorthousandsofmessagesquicklywithoutmissinganythingimportant.\n\nZulipisknownforits[extensivedeveloperdocumentation](http://zulip.readthedocs.io/en/latest/overview/contributing.html)(100,000wordsandgrowing!),codequality,andtooling,andthusistheidealprojecttoworkontolearnhowtobuildahigh-qualitywebapplication.OurgoalintheGSoCprogramisforeachsuccessfulstudenttogrowintobecomingthemaintainerofasignificantcomponentofZulipbytheendoftheprogram.\n\nAsanorganization,wevaluehigh-qualitymentorshipandhighqualityproduct--youcanexpecttolearnalothowtomakealargesoftwareprojectsuccessfulfromdisciplinedcodereviewsbyhighlyexperiencedengineers.YourGSoCexperiencewiththeZulipprojectwillbehighlyinteractive(withdailychatcheckinswithmentors,experts,andotherstudents),withafocusonteachingyoutheconceptsandreasoningbehindhowZulipisengineeredandhowtomakeitbetter.","url":"https://zulip.com","logo":"//lh3.googleusercontent.com/Am08vt8SXNBprT5_Or4nYAmNyKU9ZaXPOMDrRqK6lOEDWwhnQ01fg2BdQ0hoWgIF0ShsFJ0f3b_KcIRq2uBco28Xlex0Wg"},"author":{"@type":"Person","name":"AbhigyanKhaund"}},"1014":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Knowledge,ReasoningandLearning","description":"Currently,aima-javaistargetedtowardsthefourtheditionofthebook.Asstatedbythementors,theprojectisfocussedtowardsdevelopingtheaima4ebranchandplanstomakeitthedefaultbranch.Currently,onlyinitialfewchapters(onlyuptothe7thchapter,tobeprecise)ofthebookareimplemented.AsapartofmyGSoCproposal,Iplantoimplementthe**UncertainKnowledgeandReasoning**sectionsaswellasthe**Learning**sectionofthebook.Ialsoplantointroducetherelevant**alternateimplementations**inthe**extras**module.\n\nBesidesthis,Ialsoplantodevelopthetestingsuitefortheabove-mentionedsectionsoftheproject.Dependinguponthescopeofrequirements,Iwouldalsobeinterestedinworkingonsomeapplicationdemosofvariousalgorithmsthatprovideaclearerpicturetothereader.Ihaveexperienceindevelopingalgorithmdemonstrationsandhencewouldalsoliketocontributetothesame.","sponsor":{"@type":"Organization","name":"aimacode","disambiguatingDescription":"Codeforthebook\"ArtificialIntelligence:AModernApproach\"","description":"Thisprojectprovidesimplementationsofthepseudocodealgorithmsinthetextbook\"ArtificialIntelligence:AModernApproach,\"alongwithtutorialexamplesoftheirusage,emphasizingvisualizationsthathelpstudentsunderstandboththecoreunderlyingconceptsandthespecificwaystoinvokethecode.","url":"http://github.com/aimacode","logo":"//lh3.googleusercontent.com/6iWHAJ0GSuYnGcD-Uzxj3DX2ai_Hq3GlYGEziwBRSIfkM8MqYfsDsZ6ARvuKCWOszF3rtAXEkbhfAEoOvXDlpRegk4iwoQ"},"author":{"@type":"Person","name":"SamagraSharma"}},"1015":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"AdditionofGreeklanguagetoSpacy.io","description":"IproposetheadditionofGreeklanguageinspacy.ioandtheimplementationofanextrafeatureofsentimentanalysisfortheGreeklanguage.\nOnthesubjectoftheintegrationofGreeklanguagetothespacy.ioplatform,Isuggestthefollowingmetricsfortheevaluationoftheproject:Firstofall,weshouldensurethatthemodelofGreeklanguagepassessuccessfullythelanguage-independent\"tokenizersanity\"testsprovidedbyspacy.io.Asecondmetriccouldbetheperformanceofthemodelinlanguagespecifictests.Lastbutnotleast,wecouldevaluatethemodelinrealworlddataofferedbyOfficialGreekGovernment'sGazette(FEK-\u03a6\u0395\u039a)fornamedentitiesextractionanddocumentcategorizationasmentionedintheideaslistofGFOSSforGSOC2018.\nWithrespecttosentimentanalysis,Iwouldliketoimplementabinaryclassifierthat,givenapieceoftextinGreeklanguage,cancomputationallyidentifyandcategorizetheopinionsexpressedandmorespecificallytodeterminewhetherthewriter'sattitudetowardsthetopicispositiveornegative.Theclassifierwillalsoreturnapolarityscorewhichwillserveasameasureofconfidenceoftheclassifierforits\u2019decision.","sponsor":{"@type":"Organization","name":"GFOSS-OpenTechnologiesAlliance","disambiguatingDescription":"PromoteOpennesswiththeuseanddevelopmentofOpenStandards&OpenSource.","description":"GFOSS\u2013OpenTechnologiesAllianceisaplatformforOpenStandards,FreeSoftware,OpenContent,OpenData&OpenHardwareinGreece.ThemajorGreekUniversitiesandResearchCentersparticipateinGFOSS\u2013OpenTechnologiesAlliance,whileleadingmembersoftheGreekcommunityofdevelopersplayakeyroleintheimplementationofourpolicies.Throughourinitiativesweaspiretocontributetocoordinatingtheeffortsofgroupsofvolunteers,enablingthemtoformthebackboneofGreekFOSSdevelopmentandimplementation.","url":"http://gfoss.eu","logo":"//lh3.googleusercontent.com/eRbjP2ZIaYQTAggCzFq7BvjGgRJv_Q-r1SHXtrvIUrbrW2cBEEv50BvGRacxFbVwatTi4VUJXWNosRVO5irdumKcy8GdAA"},"author":{"@type":"Person","name":"IoannisDaras"}},"1016":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Improvingthexiptool","description":"..","sponsor":{"@type":"Organization","name":"BostonUniversity/XIA","disambiguatingDescription":"CrowdsourcingthefutureInternet","description":"FindingthesuccessorofTCP/IPistheultimategoalofourproject.Todoso,wehavedevelopedanewprotocolstack,XIA.Toreachthisdestination,wearebothrefiningourcodebaseandworkingtomeetunfulfilleddemandsofreal-worldnetworks.Forexample,ourcurrentshort-termgoalistodevelopaDDoSprotectionsystem.Atthesametime,weareaddingstate-of-the-artalgorithmsanddatastructurestoincreasethespeedandflexibilityofXIA.WehopethatthisiterativerefinementwillmakeXIAanenticingchoiceforthefutureofnetworking.\n\nTheXIAprojectwasestablishedin2010asacollaborationbetweenBostonUniversity(BU),CarnegieMellonUniversity,UniversityofWisconsin-Madison,andDukeUniversity.LinuxXIA,thenativeimplementationofXIAintheLinuxkernel,becameaprojectmemberofSoftwareFreedomConservancyin2016.\n\nPranavGoswami,oneofourpreviousstudents,hassummarizedthegrowthexperiencethatGSoChasbroughttohimandotherofourstudentsinthefollowingtestimonial:\n\n\u201cWorkinginGSoCasastudent(2015)andthenasamentor(2017)forLinuxXIAhasbeenrewardinginmanyaspectsand,throughoutthisjourney,Ihavegrownalotandlearnedalot.Startingoutasastudent,IwasguidedveryproficientlybyMichel,Qiaobin,John,andCodythroughouttheprogram.This,inturn,boostedmyconfidenceandimprovedmycommunicationaswellascodingstandard.Italsogavemein-depthknowledgeaboutthekerneldevelopmentandusingpresenttechnologiestobuildfutureideas.LinuxXIAgivesampleopportunitiestoimproveandtakechargeintheprocess.Aftersuccessfullycompletingtheprogramtheteamtrustedmetotakeamorechallengingroleasamentor.Theirbeliefmotivatedmetoworkharderanddelivermoretomymentees.Thisexperiencehashelpedmedevelopmyoverallprofile.AsaGSoCorganization,Icouldn'thaveaskedformore.Thankyou,XIAteam!\u201d","url":"https://github.com/AltraMayor/XIA-for-Linux/wiki","logo":"//lh3.googleusercontent.com/5pSgr94K_LHENfQz9wakTsfWeMnoBDd09U1D2sxCPFu1yrLIxbRVCjTjlkv0EPr5PEyXi6E1Ou_ELN47SrihvvSUJRtm8g"},"author":{"@type":"Person","name":"PranjanSana"}},"1017":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Pitivi:ScaledProxies","description":"Theabilitytouselowresolutionproxiesduringeditingwouldallowmorepeopletoworkonwiderrangeofmediawithoutrequiringaccesstoanpowerfulcomputer.\nItwouldalsograntthemtheabilitytododraftrendersallowingforquickpreviews.\n\nThegoalsofthisprojectareto:\n-AddsupportforScaledProxiesinPitivi\n-AllowforeasyconfigurationanduseofproxiesinPitiviUI\n-Giveuserstheabilitytogeneratedraftrenders","sponsor":{"@type":"Organization","name":"GNOME","disambiguatingDescription":"AfreedesktopenvironmentforGNU/Linux.","description":"#Non-profitorganizationthatcreatesacomputingplatformforthegeneralpublic\n\nTheGNOMEprojectbuildsthetechnologies,platform,middle-ware,applicationsandenvironmenttocreateafreesoftwaresolutionforusingyourpersonalcomputer.TheGNOMEprojectis:\n\n##Independent\n\nOurboardisdemocraticallyelected,andtechnicaldecisionsaremadebytheengineersdoingthework.Wearesupportedbymanyorganizations;employeesfromoverahundredcompanieshavecontributedsincetheprojectbegan.\n\n##Free\n\nWebelievethatsoftwareshouldbedevelopedintheopen.Ourdevelopmentinfrastructureandcommunicationchannelsarepublic,andourcodecanbefreelydownloaded,modifiedandsharedwithothers.Allourcontributorshavethesamerights.\n\n##Connected\n\nOurprojectisanimportantpartoftheFreeSoftwareecosystem.Weworkwithotherfreeprojectstocreatehigh-qualitysolutionsthatspantheentiresoftwarestack.\n\n##People-focused\n\nOursoftwareistranslatedintomanylanguagesandcomeswithbuiltinaccessibilityfeatures.Thismeansthatitcanbeusedbyanyone,regardlessofthelanguagetheyspeakortheirphysicalabilities.","url":"https://www.gnome.org/","logo":"//lh3.googleusercontent.com/PuUTd0LqAyd7EduWdbN5HFzAlSw2GGU5HR8Mu3xu2BTbWhuyHK0rDrGnxHdHWiK6mbM1yqUuB5kG8k3L_S91DVaDR6rh3pw"},"author":{"@type":"Person","name":"YatinMaan"}},"1018":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"RecurrentNeuralNetworksappliedinthetime-seriesclassificationoverahighresolutiondata","description":"Theincreasingnumberofsensorsorbitingtheearthissystematicallyproducinglargervolumesofdata,withbetterspatiotemporalresolutions.Todealwiththat,betteraccuratemachinelearningapproaches,suchasDeepLearning(DL),areneededtotransformrawdataintoapplicableInformation.SeveralDLarchitectures(e.g.CNN,semanticsegmentation)relyonlyatspatialdimensiontoperform,forexample,land-cover/land-use(LCLU)maps,disregardingthetemporaldependenciesbetweenpixelsobservationsoverthetime.Also,high-resremotesensingdata(e.g.Planet,Sentinel)mayprovidemoreconsistenttime-series,thatcanbeuseintheidentificationofimportantLCLUclasses,likecrop,pasturelandandgrasslands.\n\nThispotentialcanbeexploredusingRecurrentNeuralNetworks(RNN),aspecificfamilyofDLapproacheswhichcantakeintoaccounttimedimension.ApromisingprojectideawouldbeimplementaRNNapproach(e.g.LSTM)toclassifyaSentineltime-seriesthatisabletoproduceamapforoneormoreLCLUclassesandshipthefinalversionofthemodelintothePycoallibraryaspartoftheCOALproject.","sponsor":{"@type":"Organization","name":"EarthScienceInformationPartners(ESIP)","disambiguatingDescription":"MakingEarthsciencedatamatter.","description":"EarthScienceInformationPartners(ESIP)isacommunityofEarthsciencedataandinformationtechnologypractitionerswhostewardEarthsciencedata,ensuringdiscovery,accessanduseofthedatatodecisionmakers,researchersandthepublic.ESIP\u2019sstrengthcomesfromthedepthofitspartnerorganizations,whichnownumber110.AmongtheseareallNOAA,NASAandUSGSEarthobservingdatafacilities,aswellasgovernmentresearchlaboratories,researchuniversities,modelers,educationresourceproviders,technologydevelopers,nonprofitsandcommercialenterprises.\n\nDuringthelasttwentyyearsESIPhasdevelopedsignificantcollaborationmethodsandinfrastructurethatprovideascalable,neutralplatformtosupportEarthscienceresearch,dataandtechnicalcommunities.OurpartnerorganizationsandcommunityparticipantsleadtheadvancementofEarthscienceinformationbestpracticesinanopenandtransparentfashion.\n\nTheEarthScienceInformationPartnerswasfoundedin1998byNASAinresponsetoaNationalResearchCouncil(NRC)reviewoftheEarthObservationSystemDataandInformationSystem(EOSDIS).TheNRCcalledonNASAtodevelopanew,distributedstructurethatwouldbeoperatedandmanagedbytheEarthsciencecommunitythatwouldincludethoseresponsibleforallelementsofEarthobservation,includingobservationandresearch,applicationandeducation.In2003,ESIPincorporatedasa501(c)3.","url":"http://esipfed.org","logo":"//lh3.googleusercontent.com/kopVgaFHBtOKPakEm8BoPJ3BGVb1xLwHSfBf5dxvXiAUObSqaWAtQNwnLSlHMIAqxdV2NNVhbzOUUG0cZax0ZUb7OOLTe9w"},"author":{"@type":"Person","name":"EvandroTaquary"}},"1019":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"AppStoreforCytoscapeApps","description":"Iaminterestedintheproject\u201cAppstorefortheCytoScapeApp\u201dwithAlexPico,BarryDemchakandScooterMorrisasitsmentor.Mygoalsforthesummerwillbetoimproveoveralluserexperience,securityaswellasaccessibilityoftheCytoscapeAppstorebyimplementingfollowingfourmajorgoals:\n1.CytoscapeAppStoremigrationfromPython2.6,Django1.4.5toPython3.X,Djangoversion>=1.8:\n2.ImplementingReviewsandcommentsfeaturefortheCytoscapeapps,sendingthemsimultaneouslytotheregisteredappauthorsviaregisteredemail.\n3.WebAppimplementationforviewingCytoscapeappstorefromwithinCyBrowser.\n4.Supportforsubmitting,browsing,downloadingRandPythonscripts.\n\nLinktotheprojectidea:https://github.com/nrnb/GoogleSummerOfCode/issues/122","sponsor":{"@type":"Organization","name":"NationalResourceforNetworkBiology(NRNB)","disambiguatingDescription":"Developingopensourcesoftwaretoenablenetwork-basedbiomedicaldiscovery","description":"The[NationalResourceforNetworkBiology(NRNB)](http://www.nrnb.org)organizesthedevelopmentoffree,opensourcesoftwaretechnologiestoenablenetwork-basedvisualization,analysis,andbiomedicaldiscovery.Biomedicalresearchisincreasinglydependentonknowledgeexpressedintermsofnetworks,includinggene,proteinanddruginteractions,cell-cellandviral-hostcommunication,andvastsocialnetworks.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beimplementedusingtheBoostSerializationlibraries.\n\nConsideringthecomplexityofthisproject,allthephasesofthesoftwaredevelopmentlifecyclewillbeaddressed.Thisincludes:requirementanalysis,design,implementation,testingandmaintenance.Moreover,theassociateddocumentationwillbewritten,asitisanessentialpartofanyhigh-qualitysoftwareengineeringproject.\n\nThisGUIwillbringtheenduseragreatercontrolandawarenessoverGNSS-SDR.","sponsor":{"@type":"Organization","name":"GNSS-SDR","disambiguatingDescription":"AnopensourceGlobalNavigationSatelliteSystemssoftware-definedreceiver","description":"GNSS-SDRisanopensourceGlobalNavigationSatelliteSystemssoftwarereceiver,writteninC++,thatisabletoworkeitherfromrawsignalsamplesstoredinafile,orinreal-timewitharadio-frequencyfront-endassignalsource,andperformsallthesignalprocessinguntiltheobservablecomputationandPosition-Velocity-Timesolution.Itsmodularityallowsuserstopopulatetheframeworkwiththeirownalgorithms,allowingtoputthefocusonthesignalprocessingimplementationwithoutworryingabouthowtoembedthatalgorithminawholeGNSSreceiver.ItalsomakespossiblefairperformancebenchmarksusingrealGNSSsignals,anditsopensourcelicenseallowsfreedownloading,useandcodeinspection.\nTheproposedsoftwarereceivertargetsmulti-constellation/multi-frequencyarchitectures,pursuingthegoalsofefficiency,modularity,interoperability,andflexibilitydemandedbyuserdomainsthatrequirenon-standardfeatures,suchasearthobserversorgeodesists,andallowingapplicationssuchastheobservationoftheionosphere,GNSSreflectometry,signalqualitymonitoring,spaceweather,andhigh-accuracypositioningbasedoncarrier-phasenavigationtechniques.Inthisproject,wefocusonsignalprocessing,understoodastheprocessbetweentheADCandthecomputationofcodeandphaseobservables,includingthedemodulationofthenavigationmessage.Wepurposelyomitdataprocessing,understoodasthecomputationofthenavigationsolutionfromtheobservablesandthenavigationmessage,sincethereareanumberofwell-establishedlibrariesandapplicationsforthat(alsointheopensourceside,suchasGPSTkorRTKLIB).","url":"http://gnss-sdr.org/","logo":"//lh3.googleusercontent.com/Unsxtmm85To4Q3RItnMY3GLcKHCd4v1MzqaTktEUMF-i8ZcCYfee5nWf9JCxLm-S_tROnNj10euUb9UU3gUsnTloEQbdEiw7"},"author":{"@type":"Person","name":"\u00c1lvaroCebri\u00e1nJuan"}},"1098":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"IntermineElasticSearch/Solrdeepbiodatasearch","description":"CurrentlyIntermineusesanoldapproachtohandlebiodatasearch.ThisprojectaimstoimprovethesearchfeatureusingmodernsearchengineslikeApacheSolr/ElasticSearch.TheexistingarchitectureinInterminehastobemodifiedtohandlethenewapproachanditshouldreducethecomplexitytotheuser.Ifsucceeded,thiswillbeenabledinalltheinterminesallovertheworldwhichareusedtoquerybiodata.","sponsor":{"@type":"Organization","name":"InterMine","disambiguatingDescription":"Integratingbiologicaldatasources,makingiteasytoqueryandanalysedata","description":"#WhatisInterMine?\nInterMineintegratesdatafromdifferentbiologicalsources,providingaweb-baseduserinterfaceforqueryingandanalysingthedata.Userscanautomaticallygeneratecodetorunqueriesusingour[clientlibrariesinR,Python,Perl,Ruby,Java,andJavascript](http://intermine.readthedocs.io/en/latest/web-services/#api-and-client-libraries).\n##Whattechnologiesdoweuse?\nInterMinecoreisbuiltinJava,andalldataarestoredinPostgreSQL.WehavealegacyJSP-baseduserinterface,withaClojurescriptuserinterfaceinearlybeta.We'realsokeenonbrowser-baseddatavistoolsthatuseofourAPI,soyou'llseealotofJavascript(orlanguagesthatcompiletoJavascript,likeClojurescriptandCoffeescript).Ourclientlibrariesprovideopportunitiestowritecodeinseveralotherlanguages.\n##WhatsortofdatadoesInterMinehave?\nSinceInterMineisopensource,manyresearchorganisationsaroundtheworldrunInterMineswiththeirowndata,rangingfrommiceandfruitfliestoabroadrangeofplants.Visitthe[InterMineRegistry](http://registry.intermine.org/)toseethemall.(TheregistrywaswrittenbyaGSoCstudentlastyear!)MostInterMinesalsohavea\"datasources\"tabwhichtellsyoumoreaboutwherethedatainthatspecificinstanceoriginates.\n##WhatkindofproblemsdoesInterMinesolve?\nGenomicdataisoftenmessy,andthereisalotofit.Scientistsusedifferenttermstomeanthesamething,andevenassignthesamegenedifferentnames!Howcanwehandlethisambiguity?Howcanwehelptheendusermakesenseofdatathatissodiverseandcomplex?\nOnewaytohelpscientistsanalysedataistoprovidevisualisations,sowe\u2019realwaysexcitedtoaddandadaptdifferentwaystodisplayourdata.Howdoyouvisualisethefeaturesinsideaprotein,ortheinteractionsbetweentwosetsofgenes?\nCodeyouwriteforInterMinecanhavealargeimpact-sincetherearedozensofdifferentInterMines,youcanoftenwritecodetoworkwithoneInterMineandwithlittleornoeffort,portittoanotherInterMinewithdifferentdata.","url":"http://intermine.org/","logo":"//lh3.googleusercontent.com/rTp4Mwh74BD6J_LxJ9DNVQUK9i71S3-F4bZP1mLUhc5YDeCd0GTJIGkgboUoVDSwD3cFW6w7AB0YlD5cZ8UOCXx-UKx90Q"},"author":{"@type":"Person","name":"ArunanSugunakumar"}},"1099":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name"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eGNUGeneralPublicLicense.\r\n*TheDebianFTParchivesalsocarryapproximately696softwarepackages(inthenon-freeandcontribsections),whicharedistributableunderspecifictermsincludedwitheachpackage.\r\n*Dynamic:Withabout1033volunteersconstantlycontributingnewandimprovedcode,Debianisevolvingrapidly.TheFTParchivesareupdatedtwiceeveryday.\r\n\r\nAlthoughDebianGNU/Linuxitselfisfreesoftware,itisabaseuponwhichvalue-addedLinuxdistributionscanbebuilt.Byprovidingareliable,full-featuredbasesystem,DebianprovidesLinuxuserswithincreasedcompatibility,andallowscreatorstoeliminateduplicationofeffortandfocusonthethingsthatmaketheirdistributionspecial.\r\n\r\nAlargepartofthebasictoolsthatfillouttheoperatingsystemcomefromtheGNUproject;hencethenames:GNU/Linux,GNU/kFreeBSD,andGNU/Hurd.Thesetoolsarealsofree.\r\n\r\nDebiancomeswithover51,000packages,apackagemanager(APT),andotherutilitiesthatmakeitpossibletomanagethousandsofpackagesonthousandsofcomputersaseasilyasinstallingasingleapplication.Allofitfree.\r\n\r\nIt'sabitlikeatower.Atthebaseisthekernel.Ontopofthatareallthebasictools.Nextisallthesoftwarethatyourunonthecomputer.AtthetopofthetowerisDebian\u2014carefullyorganizingandfittingeverythingsoitallworkstogether.","url":"https://debian.org","logo":"//lh3.googleusercontent.com/jC07WJ0bFpZFV_QcSPsLCqV_qG0TYR1dHi_Zk9ZV6usiie35fQqXd2YQk3A0mZ53S3mGs0uXh6KbwcxKj0QuCD83UIGGag"},"author":{"@type":"Person","name":"diveshuttam"}},"1102":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ApacheBeam:TPC-DSBenchmarkforBeamSQL","description":"BeamhasanumberofclassicstreamingSQLbenchmarksknownas\"Nexmark\"codedupinbothrawJavaandalsoBeamSQL.\nSofar,expandingfunctionalityhasbeenthefocusofBeamSQLsothereislittleknownaboutperformance-weknowonlythatitisaprettystraightforwardmappingfromSQLtoBeamthatshouldworkOKalotofthetime.ItwouldbeinterestingtoseewherethebottlenecksarewhentheseSQLbenchmarksaretranslatedviaBeamSQLintoaBeampipelineandthenagaintranslatedtothenativecapabilitiesofe.g.SparkandFlink.","sponsor":{"@type":"Organization","name":"ApacheSoftwareFoundation","disambiguatingDescription":"Providingopensourcesoftwaretothepublicfreeofcharge","description":"TheFoundationprovidesanestablishedframeworkforintellectualpropertyandfinancialcontributionsthatsimultaneouslylimitscontributorspotentiallegalexposure.Throughacollaborativeandmeritocraticdevelopmentprocess,Apacheprojectsdeliverenterprise-grade,freelyavailablesoftwareproductsthatattractlargecommunitiesofusers.ThepragmaticApacheLicensemakesiteasyforallusers,commercialandindividual,todeployApacheproducts.","url":"https://apache.org","logo":"//lh3.googleusercontent.com/Ts05O7XpiUbt2I8JQlpAp2lVKVTRp-dsfu0FH9-FJouJud6XN6jSlkdnoBfiTE31BnIl8j75CXTF2RLgvhdPQC6s5COZFmDH"},"author":{"@type":"Person","name":"KaiJiang"}},"1103":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"TRAINSEMISSIONCALCULATIONANDBETTERERRORDETECTION","description":"IproposetoimplementTrainsEmissionforCarbonFootprintExtension,currently,itisimplementedonlyfor5sources(ofFrance),IintendtoimplementitforIndia,UK,USA,Australlia,Europeancountries(includingnorway,germany,italy,sweden,greece),Canada.Ialsointendtoimprovetheerrordetectionsystemofextensionandstartintegratingbusservicesonsiteslikekayak.","sponsor":{"@type":"Organization","name":"AOSSIE-AustralianOpenSourceSoftwareInnovationandEducation","disambiguatingDescription":"AustralianUmbrellaOrgforOpen-SourceProjects","description":"WeareanAustraliannot-for-profitumbrellaorganizationforopen-sourceprojects.Webelievetheopen-sourcephilosophyprovidesaresource-efficientchanneltotransferknowledgeandachieveinnovationandeducation.\n\nIn2018,weofferthefollowingprojects:\n\n***Agora**(Scala):alibraryofvotecountingalgorithmsfordemocraticelections.\n***Scavenger**(Scala):anautomatedtheoremproverforfirst-orderlogic.\n***MindtheWord**(JavaScript,HTML,CSS):abrowserextensionthathelpsuserstolearnnewlanguages.\n***CarbonFootprint**(JavaScript,HTML,CSS):abrowserextensionthatraisesenvironmentalawarenessregardingC02emissions.\n***CarbonFootprint-MobileApp**(ReactNative,Android,iOS):amobileappthatraisesenvironmentalawarenessbytrackinguseractivityandcalculatingcarbonfootprints.\n***CarbonFootprint-API**(JavaScript(Node.JS),MongoDB):ARESTAPIthatcalculatesCarbonFootprintsofanythingmeasurable.\n***ComputationalPhilosophy**(Isabelle):formalizationsofphilosophicaltheoriesandargumentstowardscomputer-assistedmetaphysics,asenvisagedbyLeibniz.\n***Stardroid(a.k.aGoogleSkyMaps)**(Android/iOS):SkyMapisahand-heldplanetariumforyourAndroiddevice.Canbeusedtoidentifystars,planets,nebulaeandmore.\n***CrowdAlert**(ReactNative,Android,iOS):across-platformmobileapplicationthatallowsuserstopostandviewincidentsaroundthem.\n\nWehaveadiversegroupofmentors,includingGSoCstudentsfrompreviousyearswhodecidedtobecomelong-termcontributorsaswellasacademicswithextensiveexperienceinsupervisingundergraduate,M.Sc.andPh.D.studentsonthesesandprojects,whoseresultsareoftenpublishedandpresentedinthemostprestigiousconferencesofourresearchfields.\n\nWearelookingforexcellentstudentswhoareinterestedinbecominglong-termcollaboratorsinourprojects.IfyouareaprospectivestudentinterestedindoingyourGSoCprojectwithus,dropusalineandstartcontributing.","url":"http://aossie.org/","logo":"//lh3.googleusercontent.com/JlCbheGbtH098VfiQYQT-QuE-dslLBbYnT1lN03mAfmtvKHrpul5oQN2q00_O9djfH5eju5XUqxoBS1eWVjsnvjnmkr7MxA"},"author":{"@type":"Person","name":"nveenjain"}},"1104":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"AFEniCSwrapperinJulia","description":"WecontinueworkdoneonaFEniCSwrapperinJulia.Wefurtheroptimizeit,andaddmorefunctionality,souserscanaccessaricherAPI,andsolveharderandmorecomplexproblems.WewillalsocreatesometoolboxesforcommonPDE-problems,suchthatitmakesiteasier,forpeopletousestraightoutoftheboxtogetasolution,withoutrelyingonknowingthenecessarymathematicalbackground,toderivethevariationalform.","sponsor":{"@type":"Organization","name":"NumFOCUS","disambiguatingDescription":"OpenCode=BetterScience","description":"NumFOCUSsupportsandpromotesworld-class,innovative,opensourcescientificsoftware.Mostindividualprojects,eventhewildlysuccessfulones,findtheoverheadofanon-profittobetoolargefortheircommunitytobear.NumFOCUSprovidesacriticalserviceasanumbrellaorganizationforthisprojects.\r\n\r\nThefollowingprojectswillbeparticipatingundertheNumFOCUSumbrella:\r\n\r\n-[Cantera](http://cantera.org/)-Canteraisalibrarytosolveproblemsinvolvingthermodynamics,chemicalkinetics,andtransport.\r\n-[conda-forge](https://conda-forge.org)-Acommunityledcollectionofrecipes,buildinfrastructureanddistributionsforthecondapackagemanager.\r\n-[DataRetriever](http://www.data-retriever.org)-TheDataRetrieverisapackagemanagerfordata.\r\n-[FEniCSProject](https://fenicsproject.org)-FEniCSisanautomatedfiniteelementlibraryusedtosolveequationsusedinmodeling,featuringadomain-specificlanguageandautomatedcodegeneration.\r\n-[Gensim](https://github.com/RaRe-Technologies/gensim)-\"TopicModellingforHumans.\"Gensimisanopen-sourcePythonlibraryfortopicmodelling,documentindexingandsimilarityretrievalwithlargecorpora.\r\n-[Julia](https://julialang.org)-Juliaisahigh-level,high-performancedynamicprogramminglanguagefornumericalcomputing.Itprovidesasophisticatedcompiler,distributedparallelexecution,numericalaccuracy,andanextensivemathematicalfunctionlibrary.\r\n-[MDAnalysis](https://www.mdanalysis.org)-MDAnalysisisaPythonlibrarytoanalyzetrajectoriesfrommoleculardynamics(MD)simulations.\r\n-[PyMC3](http://docs.pymc.io)-PyMC3isapythonmoduleforBayesianstatisticalmodelingandmodelfittingwhichfocusesonadvancedMarkovchainMonteCarloandvariationalfittingalgorithms.\r\n-[Stan](http://mc-stan.org)-Stanisaprobabilisticprogramminglanguagefordataanalysis,enablingautomaticinferenceforalargeclassofstatisticalmodels.\r\n-[Shogun](http://shogun.ml)-Shogunisandopen-sourcemachinelearninglibrarythatoffersawiderangeofefficientandunifiedmachinelearningmethods.\r\n-[yt](http://yt-project.org)-ytisacommunity-developedanalysisandvisualizationtoolkitforexaminingdatasetsinavarietyofscientificdisciplines.\r\n\r\nVisitour[page](https://github.com/numfocus/gsoc)formoreinformation.","url":"https://www.numfocus.org","logo":"//lh3.googleusercontent.com/HVjtQ2I4zfHth4wsGMFWynoFYktTBGviap7IKNbbXqj_jUjs0xBKayi8mvVv4gYe3g3wstalV3dG2UdmWSbYMOA0uG84uPw"},"author":{"@type":"Person","name":"YiannisSimillides"}},"1105":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImagingTools","description":"DeepChemhasbeengreatlibraryfortheapplicationofdeeplearningfordrug/chemicaldiscovery.AsofnowthereisnoimagingmodelsimplementedinDeepChemthatwouldfacilitatetheuseofmedicaldata(likeimagesofbrainscans,orUltraSoundimagesetc).ThisprojectproposestobuildanAPIfordataaugmentationforimagingwhichinrecenttimeshasshowntomakemodelsinvariantslightdatatransformationslikerotation,translation,noiseetc.andaswellastobuild2models:onebeingtheU-Netforbio-medicalimagesegmentationandtheotherbeingtheResNet-50model(trainedontheimagenet),thatwouldallowusers/researcherstousethesepre-trainedmodelsandextendittoimplementtheirownnetworkswithmuchease.","sponsor":{"@type":"Organization","name":"OpenChemistry","disambiguatingDescription":"AdvancingOpenSourceandOpenScienceforChemistry","description":"TheOpenChemistryprojectisacollectionofopensource,crossplatformlibrariesandapplicationsfortheexploration,analysisandgenerationofchemicaldata.Theorganizationisanumbrellaofprojectsdevelopedbylong-timecollaboratorsandinnovatorsinopenchemistrysuchastheAvogadro,cclib,OpenBabel,3DMol.js,andRDKitprojects.Thefirstthreealonehavebeendownloadedover900,000timesandcitedinover2,000academicpapers.Ourgoalistoimprovethestateoftheart,andfacilitatetheopenexchangeofchemicaldataandideaswhileutilizingthebesttechnologiesfromquantumchemistrycodes,moleculardynamics,informatics,analytics,andvisualization.","url":"https://openchemistry.org/","logo":"//lh3.googleusercontent.com/BLtUXRdmCUvAfn4DZDP3jZHPuvH8i7O9PEDViyk5m5j-3MM8he2yhaTtxjEix_DNZ-CBahfLVPUTNr6XfyDONaXXss1WGXo"},"au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nthesesandprojects,whoseresultsareoftenpublishedandpresentedinthemostprestigiousconferencesofourresearchfields.\n\nWearelookingforexcellentstudentswhoareinterestedinbecominglong-termcollaboratorsinourprojects.IfyouareaprospectivestudentinterestedindoingyourGSoCprojectwithus,dropusalineandstartcontributing.","url":"http://aossie.org/","logo":"//lh3.googleusercontent.com/JlCbheGbtH098VfiQYQT-QuE-dslLBbYnT1lN03mAfmtvKHrpul5oQN2q00_O9djfH5eju5XUqxoBS1eWVjsnvjnmkr7MxA"},"author":{"@type":"Person","name":"VibhavAgarwal"}},"1114":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"GSoCProposalforQuillAccessibilityAudit","description":"Quill.orgwasbuiltprimarilyforuseintheclassroom,wheremanyeducatorsandstudentshaveaccesstoChromebooksorotherlaptops.Inthemodernera,wherepeopleareincreasinglyattemptingtousethesitefromtheirmobiledevices(accordingtousagedata),itwouldbegreatforatleastsomeofthewebsite'sprimaryfunctionalitytobeproperlyaccessiblefromamobiledevice.Myworkwillbetoenhancetheaccessibilityofthewebsiteincreasingefficiencyandperformanceofthesiteoverall.","sponsor":{"@type":"Organization","name":"Quill.org","disambiguatingDescription":"Helpingmillionsoflearnersbecomebetterwritersandcriticalthinkers","description":"#WhatisQuill.org?\nQuill.orgisaneducationtechnologynonprofitthathelpsover750,000learnersaroundtheworldimprovetheirwritingandcriticalthinkingskillsthroughinnovativetechnologicalapproaches.We'regratefultohavesupportfromorganizationsliketheBill&MelindaGatesFoundation,Google.org,andAT&TFoundation.\n\n#ImprovingEducationwithInnovativeTechnology\nQuillwasrecentlyfeaturedin[FastCompany](https://www.fastcompany.com/40458272/this-machine-learning-powered-software-teaches-kids-to-be-better-writers)andthe[GoogleMachineLearningblog](https://blog.google/topics/machine-learning/quillorg-better-writing-machine-learning/)forourworkapplyingcutting-edgemachinelearningtechniquestohelpinglearnersbecomebetterwritersandcriticalthinkers.Weleveragethistechnologyalongsideaprovencurriculumoflearningtechniquesfromtopeducationalresearchers.\n\nLearnersbeginbycompletinga[diagnosticactivity](https://www.quill.org/tools/diagnostic)thatprovidesthelearningmanagementsystemenoughinformationtopredictwherethestudentisstrongandwheretheyneedimprovement.Then,teacherscanassignfollowupactivitiesthatprovidepracticetargetedspecificallytowherethestudentisfallingshort.(Thereareeven[specialversionsofthediagnostic](https://medium.com/writing-with-quill/quill-org-launches-ell-diagnostic-ac2dd65de692)forEnglishlanguagelearnerswhosefirstlanguagesareSpanish,Mandarin,French,Vietnamese,Arabic,andHindi.)\n\nQuillhasavarietyofactivitytypes,including[areal-timeclassroomlessonsmode](https://www.quill.org/tools/lessons),[asentenceconstructiontool](https://www.quill.org/tools/connect),[aproofreadingpracticetool](https://www.quill.org/tools/proofreader)and[agrammarpracticetool](https://www.quill.org/tools/grammar).\n\nEachtoolhasassociatedalgorithmsforassessingandprovidingtargetedfeedbackinresponsetostudentsubmissions.Thesealgorithmsutilizerules-basedlogic,naturallanguageprocessing,andmachinelearning.\n\n#What'sNext?\n\nUpuntilnow,Quillhasprimarilybeenbuiltasatoolforeducatorstousewiththeirstudents.ThismeansthatQuilldoesnotcurrentlyhaveaself-studymodeforlearnerswhoarenotinaclassroomsetting.We'reexcitedfortheGSoCcommunitytohelpleverageQuill'sprogresssofarintoalearningtoolthatcanassistmillionsoflearnersaroundtheworldwhodeservebettereducation.","url":"https://quill.org","logo":"//lh3.googleusercontent.com/xb52vhYNsuo9ZCw2a5cSKmpPuq6LpCSQABJLArsH6_JJRm2zkNfYrpzQ5gZZRpgXV8dNoTmo9lbTtwJ8a2wMzZhYRK0zBFI"},"author":{"@type":"Person","name":"JashanPreetSingh"}},"1115":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"RenderingComplexGeneticDesignwithDNAplotlibforaBeautifulVisualizationofGeneticCircuit","description":"Visualizinggeneticcircuitsisessentialinthefieldofsyntheticbiology.Thesegeneticdesignsofteninvolvecomplexrepresentationofmodularandhierarchicalbiosystems.TherepresentationsarestandardizedthroughtheSyntheticBiologyOpenLanguage(SBOL)intheformofglyphs.Tomakethevisualizationofbiocircuitsmoreefficientandamenabletoautomation,mygoalistoupgradeDNAplotlibtosupporthighlycustomizablevisualizationsofgeneticcircuitsfromSBOLversion2files.\nIwillachievethisbyintegratingDNAplotlibwiththepySBOL2librarytosupportreadingandwritingofSBOL2files.ThecurrentDNAplotlibonlysupportSBOL1.0documentation,andthusisonlycapableofmanifestingDNAcomponentsconsistedofDNAsequenceandsequenceannotation.Itcannotrepresentcomplexinteractionsbetweendifferentsubcomponents,andthushaspoorconnectivitywithothergeneticplatforms.Throughmyworkthissummer,DNAplotlibwill(1)incorporatenon-DNAcomponents/partiallycompletedesignsequences(2)documentandlinktoexternalmodelssuchasSBMLandCellML(3)visualizehierarchicalandmodularbiosystems(4)savecustomizationintoSBOLfile.","sponsor":{"@type":"Organization","name":"NationalResourceforNetworkBiology(NRNB)","disambiguatingDescription":"Developingop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n\u201cLibVMIisaClibrarywithPythonbindingsthatmakesiteasytomonitorthelow-leveldetailsofarunningvirtualmachinebyviewingitsmemory,trappingonhardwareevents,andaccessingthevCPUregisters\u201d\n\nThegoalofthisprojectistoaddBareflankdrivertoLibVMIandobservememoryeventsinthehypervisorsothattheVMIresearcherscandointrospectiononthehypervisorthattheybuiltwithBareflank.","sponsor":{"@type":"Organization","name":"TheHoneynetProject","disambiguatingDescription":"TheHoneynetProject-R&DforHoneypot/HoneynetTechnologyandInfoSecResearch","description":"Foundedin1999,TheHoneynetProjectisaninternational,non-profit(501c3)researchorganizationdedicatedtoimprovingthesecurityoftheInternetatnocosttothepublic.\n\nOurachievementsarebasedontheprinciplesofopensourceandvolunteerefforts,withallsoftwareorpaperscreatedbeinglicensedasopensourceandmadefreelyavailabletothecommunity.\n\nWehelpcoordinatethedevelopment,deployment,advancementandresearchfindingsofhoneypotandanti-malwarerelatedtechnologies.Withover45internationalchapters,350membersand30opensourceresearchprojectsaroundaroundtheworld,weareamature,highlydiverseandinternationalorganization.\n\nSimplyput,ourgoalistomakeadifference.Weaccomplishthisvia:\n\nAwareness-WeraiseawarenessofthethreatsandvulnerabilitiesthatexistintheInternettoday.Manyindividuals&organizationsdonotrealizetheyareatarget,norunderstandwhoisattackingthem,how,orwhy.Weprovidethisinformation,sopeoplecanbetterunderstandthattheyareatarget,andunderstandthebasicmeasurestheycantaketomitigatethesethreats.ThisisprovidedthroughourKnowYourEnemyseriesofpapers.\n\nTools-Fororganizationsinterestedincontinuingtheirownresearchaboutcyberthreats,weprovidethetoolsandtechniqueswehavedeveloped.Alltoolsarespecificallylicensedopensource.Organizationsallovertheworlduseourtools.\n\nInformation-Inadditiontoraisingawareness,weprovidedetailstobettersecureassets.Historically,informationaboutattackershasbeenlimitedtothetoolstheyuse.Weprovidecriticaladditionalinformation,suchastheirmotivesinattacking,howtheycommunicate,whentheyattacksystemsandtheiractionsaftercompromisingasystem.WeprovidethisservicethroughourKnowYourEnemywhitepapersandourperiodicScanoftheMonthchallenges.\n\nTheHoneynetProjectusesGSoCasaincubatorfornewR&Dprojects,andtorecruitactivenewmembers.","url":"https://honeynet.org/","logo":"//lh3.googleusercontent.com/kWqF0bT_hHDVRLhg2pJhsFghmGZEWTTIqBSe5XOZKNDMyObRv__UjSH8d-Sf6eqvBxglXqtAD3u93Qzgqbv9vz4B_0-IXJo"},"author":{"@type":"Person","name":"BodduManoharReddy"}},"1158":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ExpandingthereceivertoBeidouB2a","description":"ThecurrentGNSS-SDRplatformisasoftwaredefinedreceiverthatsupportsGPS,GLONASS,andGALILEOGNSSsignals.ItalsopartiallysupportsBeidousignals,butthisislimitedtotheBeidouB1lsignal.ThisproposalwillexpandthesoftwarereceivertoaccommodateacquisitionandtrackingofBeidouB2asignalsthatwouldfurtherexpandthereceiver'scapabilitiesinfacilitatingresearchonmulti-constellationandmulti-frequencyreceiversworkingwithrealsignals.Inaddition,thedemodulationofthenavigationmessageswillopenthedoortoinnovationinmulti-constellationreceivers,addressingtopicssuchasintegrity,reliability,robustness,enhancedcoverage,andhigh-accuracypositioning.Furthermore,theintegrationofBeidouobservablesintothepositionvelocitytimesolutionwillallowtheachievementoftheaforementioneddiverserangeofapplicationsandcomponents.","sponsor":{"@type":"Organization","name":"GNSS-SDR","disambiguatingDescription":"AnopensourceGlobalNavigationSatelliteSystemssoftware-definedreceiver","description":"GNSS-SDRisanopensourceGlobalNavigationSatelliteSystemssoftwarereceiver,writteninC++,thatisabletoworkeitherfromrawsignalsamplesstoredinafile,orinreal-timewitharadio-frequencyfront-endassignalsource,andperformsallthesignalprocessinguntiltheobservablecomputationandPosition-Velocity-Timesolution.Itsmodularityallowsuserstopopulatetheframeworkwiththeirownalgorithms,allowingtoputthefocusonthesignalprocessingimplementationwithoutworryingabouthowtoembedthatalgorithminawholeGNSSreceiver.ItalsomakespossiblefairperformancebenchmarksusingrealGNSSsignals,anditsopensourcelicenseallowsfreedownloading,useandcodeinspection.\nTheproposedsoftwarereceivertargetsmulti-constellation/multi-frequencyarchitectures,pursuingthegoalsofefficiency,modularity,interoperability,andflexibilitydemandedbyuserdomainsthatrequirenon-standardfeatures,suchasearthobserversorgeodesists,andallowingapplicationssuchastheobservationoftheionosphere,GNSSreflectometry,signalqualitymonitoring,spaceweather,andhigh-accuracypositioningbasedoncarrier-phasenavigationtechniques.Inthisproject,wefocusonsignalprocessing,understoodastheprocessbetweentheADCandthecomputationofcodeandphaseobservables,includingthedemodulationofthenavigationmessage.Wepurposelyomitdataprocessing,understoodasthecomputationofthenavigationsolutionfromtheobservablesandthenavigationmessage,sincethereareanumberofwell-establishedlibrariesandapplicationsforthat(alsointheopensourceside,suchasGPSTkorRTKLIB).","url":"http://gnss-sdr.org/","logo":"//lh3.googleusercontent.com/Unsxtmm85To4Q3RItnMY3GLcKHCd4v1MzqaTktEUMF-i8ZcCYfee5nWf9JCxLm-S_tROnNj10euUb9UU3gUsnTloEQbdEiw7"},"author":{"@type":"Person","name":"Dong-KyeongLee"}},"1159":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"FixingBugsinBoneScriptandImproveBeagleBoneUI","description":"BoneScriptisanexistingNode.jslibraryspecificallyoptimizedfortheBeaglefamilyandfeaturingfamiliarArduinofunctioncalls,exportedtothebrowser.TheBoneScriptlibraryprovidesseveralfunctionsforeasyinteractionwithhardwarewhichotherwisewouldhaverequiredtheuserstomanipulatetheSysFsfilesdirectly(assuminguseofnootherlibraries),whichisobviouslyconfusingforabeginner-leveluser.\n\nBoneScriptlibraryeventhoughbeingwidelyusedbyBeagleBoneusershascompatibilityissuesacrossboards,somebugsandunfinishedfeatures.Theprimaryaimofmyprojectistosolvemostoftheopenissuesreportedandaddsomemorefeatureswhichwillbeofbenefittotheusers.\n\nAsecondaryobjectiveofmyprojectistoaddImprovementstotheBeagleBoneUserInterfacetoprovideasimilarinterfaceforPocketBeaglethatcanalsosupporttheBaconBitscapeexamples,soastoprovidePocketBeaglebeginnersaGraphicalUserInterfacefromwhichtheycantryouttheexamplecodeseasily(similartoBBUI).\n\nDetailedProposalat:https://elinux.org/BeagleBoard/GSoC/fix-bugs-bonescript","sponsor":{"@type":"Organization","name":"BeagleBoard.orgFoundation","disambiguatingDescription":"Openhardwareandsoftwareforphysicalcomputing","description":"BeagleBoard.orgisanopensourcecommunityofexperiencedhackers,hobbyistsandengineerswhoareenthusiasticaboutbuildingpowerful,openARM-basedsystemscompletelyprogrammablethroughyourwebbrowser.BeagleBoard.org\u2019svisionistoimproveaccesstosmall,low-powercomputingplatformsthatcanbeembeddedintonewcreationsusingeasytousedevelopmenttools,suchasitsself-hosted,web-basedIDE.ThehardwaredesignsofallBeagleboardsareopensourcewithallschematics,bills-of-materials,layouts,etc.sharedforbuildingotherdevices.Thesoftwareisalsoopensourceandisgeneratedbythecommunity.Compilertoolsarefreeandtheboardsareavailableatalowcost.\n\nBoardswillbeprovidedforfreetoanystudentparticipatinginaBeagleBoard.org-relatedGSoCproject.","url":"https://beagleboard.org","logo":"//lh3.googleusercontent.com/0KV2X3MQLYVzkm0r1QIZTec1nZe2LmGqhJt7FmxAD7D7booJnpoV_zcieTmJdPer0VO1hjjzXKy-1AyVhiQPuyZkVgAWRQ"},"author":{"@type":"Person","name":"VAISHNAVM.A"}},"1160":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"BiodiversityDataUtilities","description":"TheaimoftheprojectistoimprovethecurrentfunctionalityofexistingdatamanagementandcleaningpackagesforBiodiversityinRandintegratesomenewfeatureswhichwouldfacilitateeasierbiodiversitydataanalysis.TheprojectrevolvesaroundbuildingsomekeyfunctionalitiesliketoolsfordetectingoutliersandbuildingrobusttaxonomicworkflowswiththehelpofparallelcomputinginR.","sponsor":{"@type":"Organization","name":"Rprojectforstatisticalcomputing","disambiguatingDescription":"Risafreesoftwareenvironmentforstatisticalcomputingandgraphics","description":"Risanintegratedsuiteofsoftwarefacilitiesfordatamanipulation,calculationandgraphicaldisplay.Itincludes\n\n-aneffectivedatahandlingandstoragefacility,\n-asuiteofoperatorsforcalculationsonarrays,inparticularmatrices,\n-alarge,coherent,integratedcollectionofintermediatetoolsfordataanalysis,\n-graphicalfacilitiesfordataanalysisanddisplayeitheron-screenoronhardcopy,and\n-awell-developed,simpleandeffectiveprogramminglanguagewhichincludesconditionals,loops,user-definedrecursivefunctionsandinputandoutputfacilities.\n\nManyusersthinkofRasastatisticssystem.Weprefertothinkofitofanenvironmentwithinwhichstatisticaltechniquesareimplemented.Rcanbeextended(easily)viapackages.ThereareabouteightpackagessuppliedwiththeRdistributionandmanymoreareavailablethroughtheCRANfamilyofInternetsitescoveringaverywiderangeofmodernstatistics.\n\nTheterm\u201cenvironment\u201disintendedtocharacterizeitasafullyplannedandcoherentsystem,ratherthananincrementalaccretionofveryspecificandinflexibletools,asisfrequentlythecasewithotherdataanalysissoftware.\n\nR,likeS,isdesignedaroundatruecomputerlanguage,anditallowsuserstoaddadditionalfunctionalitybydefiningnewfunctions.MuchofthesystemisitselfwrittenintheRdialectofS,whichmakesiteasyforuserstofollowthealgorithmicchoicesmade.Forcomputationally-intensivetasks,C,C++andFortrancodecanbelinkedandcalledatruntime.AdvanceduserscanwriteCcodetomanipulateRobjectsdirectly.\n\nRhasitsownLaTeX-likedocumentationformat,whichisusedtosupplycomprehensivedocumentation,bothon-lineinanumberofformatsandinhardcopy.","url":"https://www.r-project.org/","logo":"//lh3.googleusercontent.com/qlSB2E0SDXNNVPijKF7LCK1m18Xaot9bQMfoRQWJ76diI85bMOHBaQvr20X3PH-NZplzFSlakZQdAnKWtzBkOzVAT9YXqnSr"},"author":{"@type":"Person","name":"AshwinAgrawal"}},"1161":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"MultiProngedApproachtoTextAnonymization","description":"Inthisproject,IseektoadoptvariousapproacheslikeNERbasedidentifiertagging,TF-IDFscorebasedquasi-identifiert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amodernsource-andtarget-independentoptimizer,alongwithcodegenerationsupportformanypopularCPUs.TheselibrariesarebuiltaroundawellspecifiedcoderepresentationknownastheLLVMintermediaterepresentation(\"LLVMIR\").\n*Clangisan\"LLVMnative\"C/C++/Objective-Ccompiler,whichaimstodeliveramazinglyfastcompiles,extremelyusefulerrorandwarningmessagesandtoprovideaplatformforbuildinggreatsourceleveltools.TheClangStaticAnalyzerisaclang-basedtoolthatautomaticallyfindsbugsinyourcode.\n*TheLLDBprojectbuildsonlibrariesprovidedbyLLVMandClangtoprovideagreatnativedebuggerontopofClangandLLVMlibraries.\n*Thelibc++andlibc++ABIprojectsprovideastandardconformantandhigh-performanceimplementationoftheC++StandardLibrary.\n*Thepollyprojectimplementsasuiteofcache-localityoptimizationsaswellasauto-parallelismandvectorizationusingapolyhedralmodel.\n*Thelldprojectaimstobethebuilt-inlinkerforclang/llvm.Currently,clangmustinvokethesystemlinkertoproduceexecutables.\n\nInadditiontoofficialsubprojectsofLLVM,thereareabroadvarietyofotherprojectsthatusecomponentsofLLVMforvarioustasks.","url":"http://llvm.org","logo":"//lh3.googleusercontent.com/DBWjJG0U8zHLJxff5uZpE36V0p7XuSkaE8RWMYUeabVcmP5cyPlviIKCW3-rNCp_9hD37sEOT6Qks4YgHhGLiWLDD1cnVlCu"},"author":{"@type":"Person","name":"PiotrPadlewski"}},"1188":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"VLClibplacebointegration","description":"See:https://wiki.videolan.org/SoC_2018/#libplacebo_integration_and_improvement\n\nMyprimarygoalwillbemakinglibplaceboreadyforproductionwithvulkanandintegratinglibplaceboandvulkansupportintoVLCasavout,withallconfigurationparametersexposedasGUIoptions.\n\nIfIhaveremainingtimeafterthat,mysecondarygoalwillbeworkingongettingOpenGLsupportintolibplacebosowecanmakethevout_placeboalsouseGLonplatformswherevulkanisunsupported.","sponsor":{"@type":"Organization","name":"VideoLAN","disambiguatingDescription":"OpenSourceMultimediaeverywhere","description":"TheVideoLANprojectisleadandcomposedofateamofvolunteers,thatbelievesinthepowerofopensourcewhendealingwithmultimedia.\n\nWeareknownfordevelopingandpublishingthewidelyusedVLCmediaplayerplayingalmosteverythingeverywhere.Additionally,weprovideadvancedtoolsformultimediaprocessingaswellaslibrariesforuseinthirdpartyapplications.\n\nOurlatestadditiontoourconefamilyistheVideoLANMovieCreator,anon-linearmovieeditorbasedonVLCtechnologyandinthespotlightofthisyear'sGSoCparticipationalongsideinterestingportstoembeddedandmobiledevices.","url":"https://www.videolan.org","logo":"//lh3.googleusercontent.com/2LcJbfKqNQTly5thdKhej7Vy5R3STwSh02PtjXTR6ZUOqOzMicbN2eHp_wAiTTIoN108eLm-LYIvnIN15nVxAZywWGNw7VAv"},"author":{"@type":"Person","name":"NiklasHaas"}},"1189":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"WebSocketsActiveScanning","description":"FormycontributiontotheZAPIamgoingtoimplementanactivewebsocketscan.Specifically,IwilldevelopanextensionforWebSocketadd-onbyaddingsomeActiveScans.TheActivescanwillincludeteststowebapplicationinSQLInjectionsvulnerabilities.ToaccomplishmyideaIwilltestwebapplicationusingTimeBasedtechniques.\nAnothersignificantvulnerabilityisthattheWebSocketprotocoldoesn\u2019thandleauthentication.Practicallythismeansthat,aWebSocketopenedfromapagebehindauthenticationdoesn\u2019t\u201cautomatically\u201dreceiveanysortofauthentication.Thatmakespossibletoestablishaconnectionwithoutauthenticationmakinguseofhttpandoriginheadersfieldoftheclient.SomeotherposibleattacksandscansatWebSocketsaretheclassicbruteforceattack,LocalandRemotefileinclusion,theStoredandReflectedCross-SiteScripting.Iamgoingtoimplementsomeoftheabovescans,(asmoreaspossible)startingwithSQlsInjections.Istronglybelievethatwecouldeasilyaddthescansifthebasicinfrastructurewasbuild.Aditional,theextensionswillcomewithappropriateuserinterfaceandAPI.","sponsor":{"@type":"Organization","name":"OWASPFoundation","disambiguatingDescription":"OWASP,TheOpenWebApplicationSecurityProject.","description":"TheOWASPFoundationcameonlineonDecember1st2001itwasestablishedasanot-for-profitcharitableorganizationintheUnitedStatesonApril21,2004toensuretheongoingavailabilityandsupportforourworkatOWASP.OWASPisaninternationalorganizationandtheOWASPFoundationsupportsOWASPeffortsaroundtheworld.OWASPisanopencommunitydedicatedtoenablingorganizationstoconceive,develop,acquire,operate,andmaintainapplicationsthatcanbetrusted.AlloftheOWASPtools,documents,forums,andchaptersarefreeandopentoanyoneinterestedinimprovingapplicationsecurity.Weadvocateapproachingapplicationsecurityasapeople,process,andtechnologyproblembecausethemosteffectiveapproachestoapplicationsecurityincludeimprovementsinalloftheseareas.Wecanbefoundatwww.owasp.org.\n\n\nOWASPisanewkindoforganization.Ourfreedomfromcommercialpressuresallowsustoprovideunbiased,practical,cost-effectiveinformationaboutapplicationsecurity.OWASPisnotaffiliatedwithanytechnologycompany,althoughwesupporttheinformeduseofcommercialsecuritytechnology.Similartomanyopen-sourcesoftwareprojects,OWASPproducesmanytypesofmaterialsinacollabor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erseionosphericevents(ex:solarstorms),therebysafeguardingcriticalcommunication,energyandnavigationinfrastructure.\n\nTwodeeplearningmodelsareproposedforpredictionofTECmaps,namely,BoLN(BoostedLSTMNetwork)andST-ResNet(SpatioTemporalResidualNetwork).BoLNisdesignedonLSTM(LongShortTermMemory)andboostedwitheffectivefeatureextractionofpreviousTECmapsusingCNNs(ConvolutionalNeuralNetworks),andexogenousdata(ex:DST,AE,SYM-H,ASY-HIndexdataandOMNIdata)usingAutoencoders.BoLNexploitsspatialmaprelationshipsthroughCNNsandlongtermdependenciesthroughLSTM.\n\nInST-ResNet,aResidualNetworkisoperatedona3Dvolumeofdata(stackofpreviousTECmaps)tocapturetemporaldependencies(byconvolvingalongdepth)andspatialdependencies(byconvolvingalongwidthandheight)toproducetheforecastedimage.ST-ResNethasneverbeenadaptedandappliedtoSpaceSciencedata,leavingenoughroomforresearch.","sponsor":{"@type":"Organization","name":"Space@VirginiaTech","disambiguatingDescription":"Space@VTisdevotedtotheinvestigationofthespaceenvironment.","description":"ThemissionofSpace@VTistoprovideforefrontresearch,scholarship,instruction,andeducationaloutreachinthebroadfieldsofspacescienceandengineering.Akeyfocusoftheresearchandeducationaleffortwillbethescience,technologicalimpact,andutilizationofthegeo-spaceenvironment.\r\n\r\nSpace@VTstrivestoutilizeaholisticapproachtospaceresearchandspacemissiondevelopmentbycombiningtheory,modeling,observationandeducationthatemployadvancedcomputationaltechniques,spaceinstrumentandspacesystemsdevelopment,ground-basedinstrumentdevelopment,andexperimentaldataacquisition,analysisandinterpretationwithinaresearchprogramthatfullyinvolvesgraduateandundergraduatestudents.\r\n\r\nSpace@VTfocusesonbothgraduateandundergraduateeducationinthebroadfieldsofspacescienceandengineering.Space@VTpreparesstudentstobecomeleadersintheirchosenfieldswhethertheyareintheprivate,government,oracademicsectors.Space@VTeducatesuniversitystudentstomakeimportantcontributionstosocietyasawhole.\r\n\r\nSpace@VTworkstowardsengagingunderrepresentedgroupsinscienceandengineeringingeneralandspacescienceandengineeringinparticular.Thisengagementincludesprovidingresearchandeducationalopportunitiesandexperiencesformiddleschool,highschool,andcollegelevelunderrepresentedstudents.Space@VTalsodevelopsjointresearchandeducationalventureswithMinorityServingInstitutions(MSIs).\r\n\r\nThevisionofSpace@VTistobeapremierespaceresearchorganizationofinternationalcaliberadvancingthebroadresearch,educational,andoutreachmissionofVirginiaTech.","url":"http://space.vt.edu","logo":"//lh3.googleusercontent.com/gl3HuD344HF1RFX95v5QD9Ew_f0NOtfymO3gI4nQ5-mTTE5k0FrOpBXS-NiwJQNJl74ix4mIVWyVXcBht_93g3fXymDOkr1O"},"author":{"@type":"Person","name":"SnehaSinghania"}},"1193":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"PasswordKeeperServiceProposal","description":"Theprojectentailsthespecification,design,implementationanddocumentationofaPasswordKeeperservicethatistobeintegratedtotheexistingTwisted+SoledadenvironmentintheLEAPproject.ImplementationoftheprojectisintendedtobedonefollowingaTest-DrivenDevelopmentmodel,inordertoensureahighertestcoverageandtobeabletoperformimplementationandtestingsub-tasksinparallel.Properdocumentationwillallowtheprojecttobemaintainedeasily.IamalsointerestedinmentoringforthisorganizationinfutureGSoCprojects(ifIamluckyenoughtobechosentohelpthemdevelopthepasswordkeeper)givenmypersonalinterestsintheprojectstheylead.","sponsor":{"@type":"Organization","name":"LEAPEncryptionAccessProject","disambiguatingDescription":"Wemakeencryptioneasytouse.","description":"LEAPisadedicatedtogivingallinternetusersaccesstosecurecommunication.Ourfocusisonadaptingencryptiontechnologytomakeiteasytouseandwidelyavailable.Wewanttomakeitpossibleforanyserviceprovidertoeasilydeploysecureservices,andforpeopletousetheseserviceswithoutneedingtolearnnewsoftwareorchangetheirbehavior.Theseservicesarebasedonopen,federatedstandards,butdoneright:theproviderdoesnothaveaccesstotheuser\u2019sdata,andweuseopenprotocolsinthemostsecurewaypossible.\n\nOntheserversidewehavecreatedtheLEAPPlatform,a\u201cproviderinabox\u201dsetofcomplementarypackagesandserverrecipesautomatedtolowerthebarriersofentryforaspiringsecureserviceproviders.Ontheclientside,wehavecreatedacross-platformapplicationcalledBitmaskthatautomaticallyconfiguresitselfonceauserhasselectedaproviderandwhichservicestoenable.Bitmaskprovidesalocalproxythatastandardemailclientcanconnectto,andallowsforeasyone-clickVirtualPrivateNetwork(VPN)service.\n\nTheLEAPemailsystemhasseveralsecurityadvantagesovertypicalencryptionapplications:ifnotalreadyencrypted,incomingemailisencryptedsothatonlytherecipientcanreadit;emailisalwaysstoredclient-encrypted,bothlocallyandwhensynchronizedwiththeserver;allmessagerelayamongserviceprovidersisrequiredtobeencryptedwhenpossible;andpublickeysareautomaticallydiscoveredandvalidated.Inshort,theBitmaskappoffersfullend-to-endencryption,quietlyhandlingthecomplexitiesofpublickeyencryptionandallowingforbackwardcompatibilitywithlegacyemail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diff --git a/benchmark/src/test/java/com/alibaba/fastjson2/benchmark/simdjson/GithubEventsTest.java b/benchmark/src/test/java/com/alibaba/fastjson2/benchmark/simdjson/GithubEventsTest.java
new file mode 100644
index 000000000..072da1c9c
--- /dev/null
+++ b/benchmark/src/test/java/com/alibaba/fastjson2/benchmark/simdjson/GithubEventsTest.java
@@ -0,0 +1,22 @@
+package com.alibaba.fastjson2.benchmark.simdjson;
+
+import static com.alibaba.fastjson2.benchmark.JMH.BH;
+
+public class GithubEventsTest {
+    private static final GithubEvents benchmark = new GithubEvents();
+
+    public static void fastjson2_parse() {
+        for (int j = 0; j < 5; j++) {
+            long start = System.currentTimeMillis();
+            for (int i = 0; i < 1000 * 10; ++i) {
+                benchmark.fastjson2_parse(BH);
+            }
+            long millis = System.currentTimeMillis() - start;
+            System.out.println("GithubEvents-fastjson2_parse : " + millis);
+        }
+    }
+
+    public static void main(String[] args) throws Exception {
+        fastjson2_parse();
+    }
+}
diff --git a/benchmark_21/pom.xml b/benchmark_21/pom.xml
new file mode 100644
index 000000000..c18242582
--- /dev/null
+++ b/benchmark_21/pom.xml
@@ -0,0 +1,215 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+    <parent>
+        <groupId>com.alibaba.fastjson2</groupId>
+        <artifactId>fastjson2-parent</artifactId>
+        <version>2.0.57-SNAPSHOT</version>
+        <relativePath>../pom.xml</relativePath>
+    </parent>
+
+    <artifactId>fastjson2-benchmark_21</artifactId>
+    <name>fastjson2-benchmark_21</name>
+    <description>JMH Benchmark 21 for Fastjson2</description>
+    <packaging>jar</packaging>
+
+    <properties>
+        <maven.deploy.skip>true</maven.deploy.skip>
+        <maven.test.skip>true</maven.test.skip>
+        <uberjar.name>fastjson2-benchmarks</uberjar.name>
+        <maven.compiler.source>21</maven.compiler.source>
+        <maven.compiler.target>${maven.compiler.source}</maven.compiler.target>
+    </properties>
+
+    <dependencies>
+        <dependency>
+            <groupId>com.alibaba.fastjson2</groupId>
+            <artifactId>fastjson2-extension</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>com.alibaba</groupId>
+            <artifactId>fastjson</artifactId>
+            <version>${fastjson1x.version}</version>
+        </dependency>
+        <!--
+        <dependency>
+            <groupId>com.cainiao.ai</groupId>
+            <artifactId>seq-csv</artifactId>
+            <version>0.1.3</version>
+        </dependency>
+        -->
+        <dependency>
+            <groupId>com.caucho</groupId>
+            <artifactId>hessian</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>com.dslplatform</groupId>
+            <artifactId>dsl-json</artifactId>
+            <version>2.0.2</version>
+        </dependency>
+        <dependency>
+            <groupId>com.esotericsoftware</groupId>
+            <artifactId>kryo</artifactId>
+            <version>5.6.0</version>
+        </dependency>
+        <dependency>
+            <groupId>com.fasterxml.jackson.core</groupId>
+            <artifactId>jackson-databind</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>com.github.erosb</groupId>
+            <artifactId>everit-json-schema</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>com.google.code.gson</groupId>
+            <artifactId>gson</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>com.google.protobuf</groupId>
+            <artifactId>protobuf-java</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>com.jayway.jsonpath</groupId>
+            <artifactId>json-path</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>com.networknt</groupId>
+            <artifactId>json-schema-validator</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>com.univocity</groupId>
+            <artifactId>univocity-parsers</artifactId>
+            <version>2.9.1</version>
+        </dependency>
+        <dependency>
+            <groupId>commons-io</groupId>
+            <artifactId>commons-io</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>io.github.wycst</groupId>
+            <artifactId>wast</artifactId>
+            <version>0.0.25</version>
+        </dependency>
+        <dependency>
+            <groupId>javax.annotation</groupId>
+            <artifactId>javax.annotation-api</artifactId>
+            <version>1.3.2</version>
+        </dependency>
+        <dependency>
+            <groupId>net.sourceforge.javacsv</groupId>
+            <artifactId>javacsv</artifactId>
+            <version>2.0</version>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.arrow</groupId>
+            <artifactId>arrow-vector</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.commons</groupId>
+            <artifactId>commons-lang3</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.fury</groupId>
+            <artifactId>fury-core</artifactId>
+            <version>0.9.0</version>
+        </dependency>
+        <dependency>
+            <groupId>org.msgpack</groupId>
+            <artifactId>jackson-dataformat-msgpack</artifactId>
+            <version>0.9.9</version>
+        </dependency>
+        <dependency>
+            <groupId>org.msgpack</groupId>
+            <artifactId>msgpack-core</artifactId>
+            <version>0.9.8</version>
+        </dependency>
+        <dependency>
+            <groupId>org.openjdk.jmh</groupId>
+            <artifactId>jmh-core</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.ow2.asm</groupId>
+            <artifactId>asm</artifactId>
+            <version>9.7.1</version>
+        </dependency>
+        <dependency>
+            <groupId>org.simdjson</groupId>
+            <artifactId>simdjson-java</artifactId>
+            <version>0.3.0</version>
+        </dependency>
+        <dependency>
+            <groupId>org.openjdk.jmh</groupId>
+            <artifactId>jmh-generator-annprocess</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.projectlombok</groupId>
+            <artifactId>lombok</artifactId>
+            <scope>provided</scope>
+        </dependency>
+    </dependencies>
+
+    <build>
+        <plugins>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <executions>
+                    <execution>
+                        <id>compile</id>
+                        <phase>compile</phase>
+                        <goals>
+                            <goal>compile</goal>
+                        </goals>
+                    </execution>
+                    <execution>
+                        <id>testCompile</id>
+                        <phase>test-compile</phase>
+                        <goals>
+                            <goal>testCompile</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-shade-plugin</artifactId>
+                <executions>
+                    <execution>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>shade</goal>
+                        </goals>
+                        <configuration>
+                            <finalName>${uberjar.name}</finalName>
+                            <transformers>
+                                <transformer
+                                        implementation="org.apache.maven.plugins.shade.resource.ManifestResourceTransformer">
+                                    <mainClass>org.openjdk.jmh.Main</mainClass>
+                                </transformer>
+                                <transformer
+                                        implementation="org.apache.maven.plugins.shade.resource.ServicesResourceTransformer"/>
+                            </transformers>
+                            <filters>
+                                <filter>
+                                    <!--
+                                        Shading signed JARs will fail without this.
+                                        http://stackoverflow.com/questions/999489/invalid-signature-file-when-attempting-to-run-a-jar
+                                    -->
+                                    <artifact>*:*</artifact>
+                                    <excludes>
+                                        <exclude>META-INF/*.SF</exclude>
+                                        <exclude>META-INF/*.DSA</exclude>
+                                        <exclude>META-INF/*.RSA</exclude>
+                                    </excludes>
+                                </filter>
+                            </filters>
+                        </configuration>
+                    </execution>
+                </executions>
+            </plugin>
+        </plugins>
+    </build>
+</project>
diff --git a/benchmark_21/src/main/java/com/alibaba/fastjson2/benchmark/simdjson/ParseBenchmark.java b/benchmark_21/src/main/java/com/alibaba/fastjson2/benchmark/simdjson/ParseBenchmark.java
new file mode 100644
index 000000000..7214b9f8c
--- /dev/null
+++ b/benchmark_21/src/main/java/com/alibaba/fastjson2/benchmark/simdjson/ParseBenchmark.java
@@ -0,0 +1,79 @@
+package com.alibaba.fastjson2.benchmark.simdjson;
+
+import com.alibaba.fastjson2.JSON;
+import org.openjdk.jmh.annotations.Benchmark;
+import org.openjdk.jmh.annotations.BenchmarkMode;
+import org.openjdk.jmh.annotations.Level;
+import org.openjdk.jmh.annotations.Mode;
+import org.openjdk.jmh.annotations.OutputTimeUnit;
+import org.openjdk.jmh.annotations.Param;
+import org.openjdk.jmh.annotations.Scope;
+import org.openjdk.jmh.annotations.Setup;
+import org.openjdk.jmh.annotations.State;
+import org.openjdk.jmh.runner.Runner;
+import org.openjdk.jmh.runner.RunnerException;
+import org.openjdk.jmh.runner.options.Options;
+import org.openjdk.jmh.runner.options.OptionsBuilder;
+import org.simdjson.JsonValue;
+import org.simdjson.SimdJsonParser;
+
+import java.io.IOException;
+import java.io.InputStream;
+import java.util.Arrays;
+import java.util.concurrent.TimeUnit;
+
+import static com.alibaba.fastjson2.benchmark.simdjson.SimdJsonPaddingUtil.padded;
+
+@State(Scope.Benchmark)
+@BenchmarkMode(Mode.Throughput)
+@OutputTimeUnit(TimeUnit.SECONDS)
+public class ParseBenchmark {
+    @Param({"/data/simd-json/twitter.json", "/data/simd-json/gsoc-2018.json", "/data/simd-json/github_events.json"})
+    String fileName;
+
+    private final SimdJsonParser simdJsonParser = new SimdJsonParser();
+
+    private byte[] buffer;
+    private byte[] bufferPadded;
+
+    @Setup(Level.Trial)
+    public void setup() throws IOException {
+        try (InputStream is = ParseBenchmark.class.getResourceAsStream(fileName)) {
+            byte[] buf = new byte[1024 * 1024 * 64];
+            int count = is.read(buf);
+            buffer = Arrays.copyOf(buf, count);
+            bufferPadded = padded(buffer);
+        }
+    }
+
+    @Benchmark
+    public JsonValue simdjson() {
+        return simdJsonParser.parse(buffer, buffer.length);
+    }
+
+    @Benchmark
+    public Object fastjson() {
+        return JSON.parse(buffer);
+    }
+
+    @Benchmark
+    public Object wast() {
+        return io.github.wycst.wast.json.JSON.parse(buffer);
+    }
+
+    @Benchmark
+    public JsonValue simdjsonPadded() {
+        return simdJsonParser.parse(bufferPadded, buffer.length);
+    }
+
+    public static void main(String[] args) throws RunnerException {
+        Options options = new OptionsBuilder()
+                .include(ParseBenchmark.class.getName())
+                .jvmArgsAppend("--add-opens=java.base/java.time=ALL-UNNAMED", "--add-modules=jdk.incubator.vector")
+                .mode(Mode.Throughput)
+                .timeUnit(TimeUnit.MILLISECONDS)
+                .forks(1)
+                .build();
+        new Runner(options).run();
+    }
+}
diff --git a/benchmark_21/src/main/java/com/alibaba/fastjson2/benchmark/simdjson/SchemaBasedParseAndSelectBenchmark.java b/benchmark_21/src/main/java/com/alibaba/fastjson2/benchmark/simdjson/SchemaBasedParseAndSelectBenchmark.java
new file mode 100644
index 000000000..4bd50f48e
--- /dev/null
+++ b/benchmark_21/src/main/java/com/alibaba/fastjson2/benchmark/simdjson/SchemaBasedParseAndSelectBenchmark.java
@@ -0,0 +1,142 @@
+package com.alibaba.fastjson2.benchmark.simdjson;
+
+import com.alibaba.fastjson2.JSON;
+import com.fasterxml.jackson.databind.DeserializationFeature;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import org.openjdk.jmh.annotations.Benchmark;
+import org.openjdk.jmh.annotations.BenchmarkMode;
+import org.openjdk.jmh.annotations.Level;
+import org.openjdk.jmh.annotations.Mode;
+import org.openjdk.jmh.annotations.OutputTimeUnit;
+import org.openjdk.jmh.annotations.Scope;
+import org.openjdk.jmh.annotations.Setup;
+import org.openjdk.jmh.annotations.State;
+import org.openjdk.jmh.runner.Runner;
+import org.openjdk.jmh.runner.RunnerException;
+import org.openjdk.jmh.runner.options.Options;
+import org.openjdk.jmh.runner.options.OptionsBuilder;
+import org.simdjson.SimdJsonParser;
+
+import java.io.IOException;
+import java.io.InputStream;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+import java.util.concurrent.TimeUnit;
+
+import static com.alibaba.fastjson2.benchmark.simdjson.SimdJsonPaddingUtil.padded;
+
+@State(Scope.Benchmark)
+@BenchmarkMode(Mode.Throughput)
+@OutputTimeUnit(TimeUnit.SECONDS)
+public class SchemaBasedParseAndSelectBenchmark {
+    private final SimdJsonParser simdJsonParser;
+    private final ObjectMapper objectMapper = new ObjectMapper()
+            .configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
+
+    public SchemaBasedParseAndSelectBenchmark() {
+        SimdJsonParser p = null;
+        try {
+            p = new SimdJsonParser();
+        } catch (Throwable e) {
+            e.printStackTrace();
+        }
+        simdJsonParser = p;
+    }
+
+    private byte[] buffer;
+    private byte[] bufferPadded;
+
+    @Setup(Level.Trial)
+    public void setup() throws IOException {
+        try (InputStream is = ParseBenchmark.class.getResourceAsStream("/data/simd-json/twitter.json")) {
+            buffer = is.readAllBytes();
+            bufferPadded = padded(buffer);
+        }
+    }
+
+    @Benchmark
+    public int countUniqueUsersWithDefaultProfile_simdjson() {
+        Set<String> defaultUsers = new HashSet<>();
+        SimdJsonTwitter twitter = simdJsonParser.parse(buffer, buffer.length, SimdJsonTwitter.class);
+        for (SimdJsonStatus status : twitter.statuses()) {
+            SimdJsonUser user = status.user();
+            if (user.default_profile()) {
+                defaultUsers.add(user.screen_name());
+            }
+        }
+        return defaultUsers.size();
+    }
+
+    @Benchmark
+    public int countUniqueUsersWithDefaultProfile_simdjsonPadded() {
+        Set<String> defaultUsers = new HashSet<>();
+        SimdJsonTwitter twitter = simdJsonParser.parse(bufferPadded, buffer.length, SimdJsonTwitter.class);
+        for (SimdJsonStatus status : twitter.statuses()) {
+            SimdJsonUser user = status.user();
+            if (user.default_profile()) {
+                defaultUsers.add(user.screen_name());
+            }
+        }
+        return defaultUsers.size();
+    }
+
+    @Benchmark
+    public int countUniqueUsersWithDefaultProfile_jackson() throws IOException {
+        Set<String> defaultUsers = new HashSet<>();
+        SimdJsonTwitter twitter = objectMapper.readValue(buffer, SimdJsonTwitter.class);
+        for (SimdJsonStatus status : twitter.statuses()) {
+            SimdJsonUser user = status.user();
+            if (user.default_profile()) {
+                defaultUsers.add(user.screen_name());
+            }
+        }
+        return defaultUsers.size();
+    }
+
+    @Benchmark
+    public int countUniqueUsersWithDefaultProfile_fastjson() {
+        Set<String> defaultUsers = new HashSet<>();
+        SimdJsonTwitter twitter = JSON.parseObject(buffer, SimdJsonTwitter.class);
+        for (SimdJsonStatus status : twitter.statuses()) {
+            SimdJsonUser user = status.user();
+            if (user.default_profile()) {
+                defaultUsers.add(user.screen_name());
+            }
+        }
+        return defaultUsers.size();
+    }
+
+    @Benchmark
+    public int countUniqueUsersWithDefaultProfile_wast() {
+        Set<String> defaultUsers = new HashSet<>();
+        SimdJsonTwitter twitter = io.github.wycst.wast.json.JSON.parseObject(buffer, SimdJsonTwitter.class);
+        for (SimdJsonStatus status : twitter.statuses()) {
+            SimdJsonUser user = status.user();
+            if (user.default_profile()) {
+                defaultUsers.add(user.screen_name());
+            }
+        }
+        return defaultUsers.size();
+    }
+
+    public record SimdJsonUser(boolean default_profile, String screen_name) {
+    }
+
+    public record SimdJsonStatus(SimdJsonUser user) {
+    }
+
+    public record SimdJsonTwitter(List<SimdJsonStatus> statuses) {
+    }
+
+    public static void main(String[] args) throws RunnerException {
+        Options options = new OptionsBuilder()
+                .include(SchemaBasedParseAndSelectBenchmark.class.getName())
+                .jvmArgsAppend("--add-opens=java.base/java.time=ALL-UNNAMED", "--add-modules=jdk.incubator.vector")
+                .mode(Mode.Throughput)
+                .timeUnit(TimeUnit.MILLISECONDS)
+                .forks(1)
+                .build();
+        new Runner(options).run();
+    }
+}
diff --git a/benchmark_21/src/main/java/com/alibaba/fastjson2/benchmark/simdjson/SimdJsonPaddingUtil.java b/benchmark_21/src/main/java/com/alibaba/fastjson2/benchmark/simdjson/SimdJsonPaddingUtil.java
new file mode 100644
index 000000000..d7afd1eaf
--- /dev/null
+++ b/benchmark_21/src/main/java/com/alibaba/fastjson2/benchmark/simdjson/SimdJsonPaddingUtil.java
@@ -0,0 +1,21 @@
+package com.alibaba.fastjson2.benchmark.simdjson;
+
+import java.util.Arrays;
+
+import static java.nio.charset.StandardCharsets.UTF_8;
+
+class SimdJsonPaddingUtil {
+    static byte[] padded(byte[] src) {
+        byte[] bufferPadded = new byte[src.length + 64];
+        System.arraycopy(src, 0, bufferPadded, 0, src.length);
+        return bufferPadded;
+    }
+
+    static byte[] padWithSpaces(String str) {
+        byte[] strBytes = str.getBytes(UTF_8);
+        byte[] padded = new byte[strBytes.length + 64];
+        Arrays.fill(padded, (byte) ' ');
+        System.arraycopy(strBytes, 0, padded, 0, strBytes.length);
+        return padded;
+    }
+}
diff --git a/benchmark_21/src/main/java/com/alibaba/fastjson2/benchmark/simdjson/Twitter.java b/benchmark_21/src/main/java/com/alibaba/fastjson2/benchmark/simdjson/Twitter.java
new file mode 100644
index 000000000..ca6b2801e
--- /dev/null
+++ b/benchmark_21/src/main/java/com/alibaba/fastjson2/benchmark/simdjson/Twitter.java
@@ -0,0 +1,39 @@
+package com.alibaba.fastjson2.benchmark.simdjson;
+
+import com.alibaba.fastjson2.JSON;
+import org.apache.commons.io.IOUtils;
+import org.openjdk.jmh.infra.Blackhole;
+
+import java.io.IOException;
+import java.io.InputStream;
+import java.util.List;
+
+public class Twitter {
+    static final String file = "data/simd-json/twitter.json";
+    static byte[] bytes;
+    static {
+        try (InputStream is = Twitter.class.getClassLoader().getResourceAsStream(file)) {
+            String str = IOUtils.toString(is, "UTF-8");
+            bytes = str.getBytes();
+        } catch (IOException e) {
+            throw new RuntimeException(e);
+        }
+    }
+
+    public void fastjson2_parse(Blackhole bh) {
+        bh.consume(JSON.parseObject(bytes, SimdJsonTwitter.class));
+    }
+
+    public void wast_parse(Blackhole bh) {
+        bh.consume(io.github.wycst.wast.json.JSON.parseObject(bytes, SimdJsonTwitter.class));
+    }
+
+    public record SimdJsonUser(boolean default_profile, String screen_name) {
+    }
+
+    public record SimdJsonStatus(SimdJsonUser user) {
+    }
+
+    public record SimdJsonTwitter(List<SimdJsonStatus> statuses) {
+    }
+}
diff --git a/benchmark_21/src/main/resources/data/simd-json/github_events.json b/benchmark_21/src/main/resources/data/simd-json/github_events.json
new file mode 100644
index 000000000..f4734e962
--- /dev/null
+++ b/benchmark_21/src/main/resources/data/simd-json/github_events.json
@@ -0,0 +1 @@
+[{"type":"PushEvent","created_at":"2013-01-10T07:58:30Z","actor":{"gravatar_id":"a7cec1f75a06a5f8ab53139515da5d99","login":"jathanism","avatar_url":"https://secure.gravatar.com/avatar/a7cec1f75a06a5f8ab53139515da5d99?d=https://a248.e.akamai.net/assets.github.com%2Fimages%2Fgravatars%2Fgravatar-user-420.png","url":"https://api.github.com/users/jathanism","id":138052},"repo":{"url":"https://api.github.com/repos/jathanism/trigger","id":6357414,"name":"jathanism/trigger"},"public":true,"payload":{"commits":[{"url":"https://api.github.com/repos/jathanism/trigger/commits/05570a3080693f6e55244e012b3b1ec59516c01b","message":"-SSHChanneldatanowinitializedinbaseclass(TriggerSSHChannelBase)\n-Newdocw/checklistforaddingnewvendorsupporttoTrigger.","distinct":true,"sha":"05570a3080693f6e55244e012b3b1ec59516c01b","author":{"email":"jathanism@aol.com","name":"jathanism"}}],"distinct_size":1,"ref":"refs/heads/issue-22","push_id":134107894,"head":"05570a3080693f6e55244e012b3b1ec59516c01b","before":"7460e1588817b3f885fb4ec76ec2f08c7caf6385","size":1},"id":"1652857722"},{"type":"CreateEvent","created_at":"2013-01-10T07:58:29Z","actor":{"gravatar_id":"51c8c8adbe8abff73c622a734afae4b0","login":"noahlu","avatar_url":"https://secure.gravatar.com/avatar/51c8c8adbe8abff73c622a734afae4b0?d=https://a248.e.akamai.net/assets.github.com%2Fimages%2Fgravatars%2Fgravatar-user-420.png","url":"https://api.github.com/users/noahlu","id":1229684},"repo":{"url":"https://api.github.com/repos/noahlu/mockingbird","id":7536438,"name":"noahlu/mockingbird"},"public":true,"payload":{"description":"blogsystem","master_branch":"master","ref":"master","ref_type":"branch"},"id":"1652857721"},{"type":"ForkEvent","created_at":"2013-01-10T07:58:29Z","actor":{"gravatar_id":"053e38be1bd8b18bf8b1c26e11a797ff","login":"rtlong","avatar_url":"https://secure.gravatar.com/avatar/053e38be1bd8b18bf8b1c26e11a797ff?d=https://a248.e.akamai.net/assets.github.com%2Fimages%2Fgravatars%2Fgravatar-user-420.png","url":"https://api.github.com/users/rtlong","id":199912},"repo":{"url":"https://api.github.com/repos/Bluebie/digiusb.rb","id":7270403,"name":"Bluebie/digiusb.rb"},"public":true,"payload":{"forkee":{"description":"Alittlerubythingfortalkingtodigiusb,likeaserialportorlikeatelnet(whichever!)","fork":true,"url":"https://api.github.com/repos/rtlong/digiusb.rb","language":"Ruby","stargazers_url":"https://api.github.com/repos/rtlong/digiusb.rb/stargazers","clone_url":"https://github.com/rtlong/digiusb.rb.git","tags_url":"https://api.github.com/repos/rtlong/digiusb.rb/tags{/tag}","full_name":"rtlong/digiusb.rb","merges_url":"https://api.github.com/repos/rtlong/digiusb.rb/merges","forks":0,"private":false,"git_refs_url":"https://api.github.com/repos/rtlong/digiusb.rb/git/refs{/sha}","archive_url":"https://api.github.com/repos/rtlong/digiusb.rb/{archive_format}{/ref}","collaborators_url":"https://api.github.com/repos/rtlong/digiusb.rb/collaborators{/collaborator}","owner":{"url":"https://api.github.com/users/rtlong","gists_url":"https://api.github.com/users/rtlong/gists{/gist_id}","gravatar_id":"053e38be1bd8b18bf8b1c26e11a797ff","type":"User","avatar_url":"https://secure.gravatar.com/avatar/053e38be1bd8b18bf8b1c26e11a797ff?d=https://a248.e.akamai.net/assets.github.com%2Fimages%2Fgravatars%2Fgravatar-user-420.png","subscriptions_url":"https://api.github.com/users/rtlong/subscriptions","organizations_url":"https://api.github.com/users/rtlong/orgs","received_events_url":"https://api.github.com/users/rtlong/received_events","repos_url":"https://api.github.com/users/rtlong/repos","login":"rtlong","id":199912,"starred_url":"https://api.github.com/users/rtlong/starred{/owner}{/repo}","events_url":"https://api.github.com/users/rtlong/events{/privacy}","followers_url":"https://api.github.com/users/rtlong/followers","following_url":"https://api.github.com/users/rtlong/following"},"languages_url":"https://api.github.com/repos/rtlong/digiusb.rb/languages","trees_url":"https://api.github.com/repos/rtlong/digiusb.rb/git/trees{/sha}","labels_url":"https://api.github.com/repos/rtlong/digiusb.rb/labels{/name}","html_url":"https://github.com/rtlong/digiusb.rb","pushed_at":"2013-01-08T13:23:08Z","created_at":"2013-01-10T07:58:28Z","has_issues":false,"forks_url":"https://api.github.com/repos/rtlong/digiusb.rb/forks","branches_url":"https://api.github.com/repos/rtlong/digiusb.rb/branches{/branch}","commits_url":"https://api.github.com/repos/rtlong/digiusb.rb/commits{/sha}","notifications_url":"https://api.github.com/repos/rtlong/digiusb.rb/notifications{?since,all,participating}","open_issues":0,"contents_url":"https://api.github.com/repos/rtlong/digiusb.rb/contents/{+path}","blobs_url":"https://api.github.com/repos/rtlong/digiusb.rb/git/blobs{/sha}","issues_url":"https://api.github.com/repos/rtlong/digiusb.rb/issues{/number}","compare_url":"https://api.github.com/repos/rtlong/digiusb.rb/compare/{base}...{head}","issue_events_url":"https://api.github.com/repos/rtlong/digiusb.rb/issues/events{/number}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_record/sql_source.rb:104:in`prepare_for_render'\r\n.rvm/gems/ruby-1.9.3-p327/gems/thinking-sphinx-3.0.0/lib/thinking_sphinx/active_record/sql_source.rb:61:in`render'\r\n.rvm/gems/ruby-1.9.3-p327/gems/riddle-1.5.4/lib/riddle/configuration/index.rb:29:in`blockinrender'\r\n.rvm/gems/ruby-1.9.3-p327/gems/riddle-1.5.4/lib/riddle/configuration/index.rb:29:in`collect'\r\n.rvm/gems/ruby-1.9.3-p327/gems/riddle-1.5.4/lib/riddle/configuration/index.rb:29:in`render'\r\n.rvm/gems/ruby-1.9.3-p327/gems/thinking-sphinx-3.0.0/lib/thinking_sphinx/core/index.rb:48:in`render'\r\n.rvm/gems/ruby-1.9.3-p327/gems/riddle-1.5.4/lib/riddle/configuration.rb:39:in`blockinrender'\r\n.rvm/gems/ruby-1.9.3-p327/gems/riddle-1.5.4/lib/riddle/configuration.rb:39:in`collect'\r\n.rvm/gems/ruby-1.9.3-p327/gems/riddle-1.5.4/lib/riddle/configuration.rb:39:in`render'\r\n.rvm/gems/ruby-1.9.3-p327/gems/thinking-sphinx-3.0.0/lib/thinking_sphinx/configuration.rb:81:in`render'\r\n.rvm/gems/ruby-1.9.3-p327/gems/thinking-sphinx-3.0.0/lib/thinking_sphinx/configuration.rb:87:in`blockinrender_to_file'\r\n.rvm/rubies/ruby-1.9.3-p327/lib/ruby/1.9.1/open-uri.rb:35:in`open'\r\n.rvm/rubies/ruby-1.9.3-p327/lib/ruby/1.9.1/open-uri.rb:35:in`open'\r\n.rvm/gems/ruby-1.9.3-p327/gems/thinking-sphinx-3.0.0/lib/thinking_sphinx/configuration.rb:87:in`render_to_file'\r\n.rvm/gems/ruby-1.9.3-p327/gems/thinking-sphinx-3.0.0/lib/thinking_sphinx/rake_interface.rb:4:in`configure'\r\n.rvm/gems/ruby-1.9.3-p327/gems/thinking-sphinx-3.0.0/lib/thinking_sphinx/rake_interface.rb:31:in`index'\r\n.rvm/gems/ruby-1.9.3-p327/gems/thinking-sphinx-3.0.0/lib/thinking_sphinx/tasks.rb:9:in`block(2levels)in<top(required)>'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:228:in`call'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:228:in`blockinexecute'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:223:in`each'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:223:in`execute'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:166:in`blockininvoke_with_call_chain'\r\n.rvm/rubies/ruby-1.9.3-p327/lib/ruby/1.9.1/monitor.rb:211:in`mon_synchronize'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:159:in`invoke_with_call_chain'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:187:in`blockininvoke_prerequisites'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:185:in`each'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:185:in`invoke_prerequisites'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:165:in`blockininvoke_with_call_chain'\r\n.rvm/rubies/ruby-1.9.3-p327/lib/ruby/1.9.1/monitor.rb:211:in`mon_synchronize'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:159:in`invoke_with_call_chain'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/task.rb:152:in`invoke'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/application.rb:143:in`invoke_task'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/application.rb:101:in`block(2levels)intop_level'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/application.rb:101:in`each'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/application.rb:101:in`blockintop_level'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/application.rb:110:in`run_with_threads'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/application.rb:95:in`top_level'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/application.rb:73:in`blockinrun'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/application.rb:160:in`standard_exception_handling'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/lib/rake/application.rb:70:in`run'\r\n.rvm/gems/ruby-1.9.3-p327/gems/rake-10.0.3/bin/rake:33:in`<top(required)>'\r\n.rvm/gems/ruby-1.9.3-p327/bin/rake:23:in`load'\r\n.rvm/gems/ruby-1.9.3-p327/bin/rake:23:in`<main>'\r\nTasks:TOP=>ts:rebuild=>ts:index\r\n```\r\nGotthiserrorwhenmigratingtothinkingsphinx3.\r\n","updated_at":"2013-01-10T07:58:23Z","number":415,"state":"closed","assignee":null,"id":9704821,"events_url":"https://api.github.com/repos/pat/thinking-sphinx/issues/415/events","comments_url":"https://api.github.com/repos/pat/thinking-sphinx/issues/415/comments","comments":8},"action":"created","comment":{"user":{"url":"https://api.github.com/users/pat","gists_url":"https://api.github.com/users/pat/gists{/gist_id}","gravatar_id":"29f82ebe1801087f04de6aaae92e19ea","type":"User","avatar_url":"https://secure.gravatar.com/avatar/29f82ebe1801087f04de6aaae92e19ea?d=https://a248.e.akamai.net/assets.github.com%2Fimages%2Fgravatars%2Fgravatar-user-420.png","subscriptions_url":"https://api.github.com/users/pat/subscriptions","received_events_url":"https://api.github.com/users/pat/received_events","organizations_url":"https://api.github.com/users/pat/orgs","repos_url":"https://api.github.com/users/pat/repos","login":"pat","id":4183,"starred_url":"https://api.github.com/users/pat/starred{/owner}{/repo}","events_url":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theinterfaceofcomputerscience,biology,andmathematicsbyapplyingcomputationalapproachestotheseasofdatainbiomedicalresearch.Oneofthemaininterestsofourgroupisthedevelopmentoftechnologiestomakelarge-scalecomputationalapproachesaccessibleandmorecollaborativetoawiderscientificaudience.Ourrecentweb-basedtechnology,CellCollective,enablesscientistsfromacrosstheglobetoconstructandsimulatelarge-scalecomputationalmodelsofbiologicalsystemsinahighlycollaborativefashion.Thissoftwareenablesbiomedicalresearcherstostudythedynamicsofbiologicalsystems(e.g.,cells)underbothhealthyanddiseasedconditions.CellCollectiveprovidesauniqueenvironmentforreal-time,interactivesimulationstoenableuserstoanalyzeandvisualizethemultitudeofeffectsadisease-relatedmalfunctioncanhaveontherestofthecell.Overthelastcoupleofyears,CellCollectivehasalsomadeitswayintoclassrooms,wherestudentsinlifesciencescoursescanlearnaboutbiologicalprocessesbybuilding,simulating,breaking,andre-buildingcomputationalmodelsoftheseprocesses.CellCollectivenowsupportsabout2,000students/yearinintroductorylifesciencescoursesin10+universities.\n\nOthertechnologiesdevelopedbyourorganizationincludecost-effectivemobilediseasemonitoringdevices,interactiveon-linetissuesampleanalysis,aninteractivestatisticalanalysisplatformforteachinglifesciencesstudentsaboutdataanalysis,etc.\n\nOurgroupconsistsofcomputerscientists,biochemists,biologists,bioinformaticians,aswellasmathematicians,creatinganuniqueenvironmentofdiverseskills,integratedbyasingleinterestpoint.","url":"http://helikarlab.org","logo":"//lh3.googleusercontent.com/PxFw8wDQUkPqz5ZVyRaSbNAqQpEotHzm-9_2nsRtf1UpUkX_-UqfAUvmmvVwekrFUrrPbEsPjzFhAwAugQG4EpxwS5WAkA"},"author":{"@type":"Person","name":"AnaJeli\u010di\u0107"}},"186":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"GoingBeyondEqualTemperamentinMusicBlocks","description":"MyproposedprojectisabouttheimplementationofdifferenttypesoftemperamentsystemstoMusicBlocks.Temperamentreferstotheprocessofalteringthesizeofanintervalbymakingitnarroworwideascomparedtothepureform.Differenttypesoftemperamentincludeequal,justintonationandmeantone.Currentlymusicblocksislimitedtoequaltemperamentonly.Thisprojectaimstoenhancethecredibilityofmusicblockstoallthethreemajortypesoftuningsystems.FreeingMusicBlocksfromequaltemperamentwillallowlearnerstounderstandmusicinmorethanoneway.Abovethattheusercanalsocreatetheirowntuningsystem.","sponsor":{"@type":"Organization","name":"SugarLabs","disambiguatingDescription":"Wemaketoolsthatlearnersusetoexplore,discover,create,andreflect.","description":"SugarLabs,avolunteer-driven,non-profitorganization,haditsoriginsintheOneLaptopPerChildprojectandishasbeenamemberprojectoftheSoftwareFreedomConservancysince2008.\n\nAtSugarLabs,wemakeacollectionoftools(Sugar)thatlearnersusetoexplore,discover,create,andreflect.Wedistributethesetoolsfreelyandencourageouruserstoappropriatethem,takingownershipandresponsibilityfortheirlearning.\n\nSugarisbothadesktopandacollectionofActivities.Activities,asthenameimplies,areAppsthatinvolveactiveengagementfromthelearner.Activitiesautomaticallysaveresultstoajournal,wherereflectionsarerecorded.Activityinstancescanbesharedbetweenlearners;manysupportreal-timecollaboration.\n\n*Sugarfacilitatessharingandcollaboration:Childrencanwrite,sharebooks,ormakemusictogetherwithasinglemouse-click.\n*Activities,notapplications:SugaractivitiesareapplicablebeyondthescopeoftheclassroomandevenSugaritself.\n*AutomaticbackupofActivitywork;noworryingaboutfilesorfolders.Sugar\u2019sJournalmakesitalmostimpossibletoloseanydata.\n*TheSugarJournalrecordseverythingyoudo:Itisaplacetoreflectuponandevaluateyourwork.\n*Sugarrunsonmostcomputerhardware,includingslowermachines.\n*SugarisFree(Libre)Software:ItiswritteninthePythonlanguageandeasilycustomized.\n*Sugarisdocumentedbyitsusers:Itiseasytouseandteachersworldwidehavecreatedawealthofpedagogicalmaterialsforit.\n*Sugarislargelywrittenandmaintainedbyitsusers.\n*SugarizerisaforkofSugaravailablefortabletsandphones.\n*TurtleBlocksandMusicBlocksarepopularprogrammingAppsthatruninSugar,Sugarizer,orstand-aloneontheGNU/Linuxdesktoporinabrowser.","url":"http://www.sugarlabs.org","logo":"//lh3.googleusercontent.com/RI3mTCw0b7fjtH3bzBTORYAHB3gukbATUrchGxxqBufuZoXgJ5y2g3ThKxGF8TdB6-DZV5H84xVfUfWALf1qqtMEBlW7UUE"},"author":{"@type":"Person","name":"RiyaLohia"}},"187":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"[GSoCproposal2018]EmojiTwitterbotforCommonsimagesfromNYPLfork","description":"WikimediaCommonsisaWikimediaFoundationprojectandanonlinerepositoryofimagesvideosandothermediafiles.ATwitterbotisatypeofbotsoftwarethatcontrolsaTwitteraccountviatheTwitterAPI.ThisprojectaimsatcreatingaTwitterbotsimilartoNYPLEmojibotforpicturesonCommons.Ifausertweetsanemojitothebot,thebotshouldreplytothetweetwithanimagefromCommonsthatrepresentsthesameemotionastheemoji.Thatis,animageselectedrandomlyfromCommons,thatmatchestheemoji.Notethatthebotwillnotonlyusegraphicalemojibutalsotextbasedemoji(asthis:;-)).\nThisproj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t-Academy,asuiteforteachingroboticsandcomputervision,with20motivatingexercises;(b)VisualStates,forvisualcreationofautomatathatcontrolrobotbehavior;(c)Scratch2JdeRobot,forprogrammingadvancedrobotswithafullvisuallanguage;(d)robotteleoperators,evenwithwebtechnologies;(e)atunerforcolorfilters,etc.","url":"http://jderobot.org","logo":"//lh3.googleusercontent.com/6FSFjgdnmU31E2Ppx2xn8qYaKRFepFD31zJ7sMECmyg4el2CXZHbj-_Yryrz4usHUHCI-yiaUGwe6dRnP9ZBgY3KRqEGHGc"},"author":{"@type":"Person","name":"JianxiongCai"}},"194":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"PCPrepKit","description":"AwebappthatteachestacticsforpreventionofMalariatoPeaceCorpsvolunteersbeforetheygoforremotemissions.ThiswouldbeachievedusingMachineLearningTechniquesandGamification.","sponsor":{"@type":"Organization","name":"SystersCommunity","disambiguatingDescription":"Helpingwomenfindtheirpotentialincode.Youarenotalone.","description":"#About\nSystersisacommunityforallwomeninvolvedinthetechnicalaspectsofcomputing.Wehaveover7,000membersfrommorethan65countriesaroundtheworld.**Wewelcometheparticipationofwomentechnologistsofallagesatanystageoftheirstudiesorcareers.**\n\n#Projects\n#PeaceCorps\n-[PCHub](https://github.com/systers/systers.github.io/wiki/PC-Hub#project-ideas),asitetodiscussimprovements/featurestoallPeaceCorpsprojects.PCofficialscanloginanddirectopensourcecontributorsonwhattoimproveonanindividualproject.ItcanalsobeusedtodiscussnewapplicationsneededforPeaceCorpsVolunteers(toassisttheirservicework).\n-[PCPrepKit](https://github.com/systers/systers.github.io/wiki/PC-Prep-Kit#project-ideas),asitetoteachaboutMalaria.GamifiedEducation.*After*usingthisto\"onboard\"PCVolunteersaboutMalaria,thentheywillusetheMobileApptokeeptrackofmedicine/tripsduringtheirservice.\n-[PhotoLanguageTranslation(PLT)](https://github.com/systers/systers.github.io/wiki/Photo-Language-Translation#project-ideas),anapplicationtoassistPeaceCorpsVolunteersbytranslationChuukeseintoEnglishwithpictureassociation.IthelpsteachChuukesepeopletheEnglishlanguageaswellaspreserveChuukeseinawrittenform.\n\n#Systers\n-[Mailman3](https://github.com/systers/systers.github.io/wiki/Features-for-Mailman-3#project-ideas),anemaillisttohelpgroupsshareideas,support,andcollaborateonprojects.SystersisupgradingtoMailman3andweneedcustomizedfeatures.Wehave28emaillists.\n-[PowerUp](https://github.com/systers/systers.github.io/wiki/PowerUp#project-ideas),foundedbyaSyster,isachoose-your-own-adventuregamethatisdesignedtobeinclusiveandteachesyounggirls(ages11-14)awarenessaboutreal-lifescenarios.\n-[Portal](https://github.com/systers/systers.github.io/wiki/Portal#project-ideas),asitethatbringsSystersandLocalCommunitiestogether,offeringbothin-personandonlineeventsforourglobalwomentechnologists.\n-[VolunteerManagementSystem(VMS)](https://github.com/systers/systers.github.io/wiki/Volunteer-Management-System#project-ideas),helpskeeparecordofSystersvolunteerssothatwecanutilizevolunteergrantswherecompaniesmatchthenumberofhoursanemployeevolunteers.\n\n#SystersOpenSource\n-[Infrastructure](https://github.com/systers/systers.github.io/wiki/Infrastructure-Automation),technologyadvancesdailyandwe'reslowtokeepup.Weneedupdatesonapps.\n-[GitHubPages](https://github.com/systers/systers.github.io/wiki/GitHub-Pages),wehave3pagesthatneedupdates.OurMainandCelebrationareinformationalpages.Slackpagesneedanonboardingcomponent.","url":"https://anitab.org/systers/","logo":"//lh3.googleusercontent.com/xsRxKqwjxwnPrGHWYNsJLyrq8nweMyE2CP_rdnKmLWgOkEriejLZDZ6dhZbdwBTHTnRDocRWNcWgj8g-l4x7c30d5KI5tG8"},"author":{"@type":"Person","name":"MayankLunayach"}},"195":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ExtendlttoolboxtohavethepowerofHFST","description":"Theaimofthisprojectistoimplementthesupportformorphographemicsandweightsinthelttoolboxtransducer.TheproposalfocusesonextendinglttoolboxtoperformthecomplexmorphologicaltransformationsandweightbasedanalysescurrentlydoneinHFSTandwritingamodulethattranslatesthecurrentHFSTformattothenewlttoolboxformat.","sponsor":{"@type":"Organization","name":"Apertium","disambiguatingDescription":"Afree/open-sourceplatformformachinetranslationandlanguagetechnology","description":"Therearearound7,000languagesintheworldtoday,aroundhalfofwhicharewritten.Mostlanguagetechnologyisonlyavailableforatinyfractionofthese.Certainlyunder1%.Apertiumisaprojectwhichaimstohelpcreatelanguagetechnology,particularlymachinetranslationsystemsfortheother99%.Becausemostofthelanguagesweworkwithhaveverylittleinthewayofexistingtranslations,werelyonmakingthemostofallkindsofdifferentresourcesfromwrittengrammarstodictionaries,corpuscollectionsandhelpfromnativespeakersandactivists.","url":"http://www.apertium.org","logo":"//lh3.googleusercontent.com/PlmlDWSLmPGDO07qA51BQ3ToSVzZYzHFjk651e_HKjm4bdM3y2EH6lm0OGH6j51Y5Q6qJIRbV5Scz3FTW-rTJUgji0fBJQ"},"author":{"@type":"Person","name":"AbinashSenapati"}},"196":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Continueddevelopme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iting-machine-learning/)forourworkapplyingcutting-edgemachinelearningtechniquestohelpinglearnersbecomebetterwritersandcriticalthinkers.Weleveragethistechnologyalongsideaprovencurriculumoflearningtechniquesfromtopeducationalresearchers.\n\nLearnersbeginbycompletinga[diagnosticactivity](https://www.quill.org/tools/diagnostic)thatprovidesthelearningmanagementsystemenoughinformationtopredictwherethestudentisstrongandwheretheyneedimprovement.Then,teacherscanassignfollowupactivitiesthatprovidepracticetargetedspecificallytowherethestudentisfallingshort.(Thereareeven[specialversionsofthediagnostic](https://medium.com/writing-with-quill/quill-org-launches-ell-diagnostic-ac2dd65de692)forEnglishlanguagelearnerswhosefirstlanguagesareSpanish,Mandarin,French,Vietnamese,Arabic,andHindi.)\n\nQuillhasavarietyofactivitytypes,including[areal-timeclassroomlessonsmode](https://www.quill.org/tools/lessons),[asentenceconstructiontool](https://www.quill.org/tools/connect),[aproofreadingpracticetool](https://www.quill.org/tools/proofreader)and[agrammarpracticetool](https://www.quill.org/tools/grammar).\n\nEachtoolhasassociatedalgorithmsforassessingandprovidingtargetedfeedbackinresponsetostudentsubmissions.Thesealgorithmsutilizerules-basedlogic,naturallanguageprocessing,andmachinelearning.\n\n#What'sNext?\n\nUpuntilnow,Quillhasprimarilybeenbuiltasatoolforeducatorstousewiththeirstudents.ThismeansthatQuilldoesnotcurrentlyhaveaself-studymodeforlearnerswhoarenotinaclassroomsetting.We'reexcitedfortheGSoCcommunitytohelpleverageQuill'sprogresssofarintoalearningtoolthatcanassistmillionsoflearnersaroundtheworldwhodeservebettereducation.","url":"https://quill.org","logo":"//lh3.googleusercontent.com/xb52vhYNsuo9ZCw2a5cSKmpPuq6LpCSQABJLArsH6_JJRm2zkNfYrpzQ5gZZRpgXV8dNoTmo9lbTtwJ8a2wMzZhYRK0zBFI"},"author":{"@type":"Person","name":"gauravrakheja"}},"266":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImplementSpringDatatoLHToolkit","description":"Thisproject\u2019spurposeistoreplaceorrathermigratetheexistingpersistenceschemaofLibreHealthtoolkitwhichuseshibernatemappingstoamoremodularspringdatapersistencemechanism.\nLibreHealthtoolkitcurrentlyusesxmlstylemappingprovidedbyhibernatewhichishardertomaintainandprovidesverylittlemodularityintermsofswitchingtoadifferentdatasource.\nUsingspringdatainsteadwillmakethesystemeasiertomaintaini.elessercomponentstochangeincaseasingleentityneedstobemodified,whereasinthecurrentscenariotomodifyasingleentitywemightneedtochangethemodelclass,themappingfile,thedao,theservice,etc.\nThismakesforamoreresilientsystem.","sponsor":{"@type":"Organization","name":"LibreHealth","disambiguatingDescription":"HealthcareforHumanity","description":"Wecurrentlyhaveunderourumbrellathefollowingprojects:\n*[LibreHealthToolkit](http://librehealth.io/projects/lh-toolkit/),afoundationalbaseforbuildingHealthITtools\n*[LibreHealthEHR](http://librehealth.io/projects/lh-ehr/),anelectronichealthrecordderivedfrombestpracticesandtechnologyfromleadingopensourcesystems\n*[LibreHealthRadiology](http://librehealth.io/projects/lh-radiology/),aspecializeddistributionofLibreHealthToolkitcustomizedforradiologyhealthcareprofessionals\n\nOurGSoCstudentprojectswilladdressreal-lifeneedsofourprojectstohelpimprovedeliveryofhealthcarearoundtheworld.Wehaveateamofexpertmentorswithdecadesofexperiencetohelpyouinyourwork.Theywillbecontinuallyaddingprojectideastoourforumathttps://forums.librehealth.io/ideas,andweencourageyoutosuggestideastooasyoulearnmoreaboutourprojects.Comejoinusandbringopensourceinnovationtohealthcare!","url":"http://librehealth.io/","logo":"//lh3.googleusercontent.com/OV9EnIU9isyNHKoT6yGkq-IFVfhnaaNWQpfUydKUXsRoAzycG6ivWFXzHFC-763nnfo28-I1B9zycvkNXO-nYDjyz5MFyw"},"author":{"@type":"Person","name":"YashD.Saraf"}},"267":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"AmoderntoolfordataexplorationbasedonJuliaDBandWebIO","description":"WewillcombinetheJuliaDB.jlpackage,fortabulardatamanipulationsinJulia,withWebIO.jlandInteractNext.jltobuildauser-friendlyweb-basedappfordataanalysisandvisualizations.\n\nWewilldrawfromPlugAndPlot.jl,apreviousattemptbasedonQMLandfocusedontheanalysisofpopulationdata.TheadvantagesofthenewJuliaDB/WebIObasedapproachare:\n\n-wecanexploitJuliaDB'suniquefeatures,suchasparallelstorageandcomputing,supportforonlinestatisticaltechniquesandmachinelearningtechniques\n-WebIOallowsdeployinginawidevarietyofframeworks:theJuliaIDEJuno'splotpane,Jupyternotebook,anElectronwindoworawebpageviaMux.jl\n\nThewebpagedeploymentisparticularlyrelevantinourviewasitallowstomakeinteractivedatavisualizationseasilyaccessibleonline.\n\nFinally,ratherthanbuildingamonolithicapp,wewillmodularizeourdesigntotheextentpossible,thusallowingdifferentprojectstoreusepartsofittocreateGUIswithdifferentdesignsorbasedondifferentalgorithmsandvisualizationpackages.","sponsor":{"@type":"Organization","name":"NumFOCUS","disambiguatingDescription":"OpenCode=BetterScience","description":"NumFOCUSsupportsandpromotesworld-class,innov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lyalimitedsetofdriversavailabletotest,makingitnotveryflexibletochangesandfutureadditions.\n\nThepurposeofthisprojectwouldbetoimplementaframeworkthatuseslibqostoautomaticallystartQEMUwiththerightoptionstoprovidethedriverrequestedbytheunittest.Theframeworkwillessentiallyproduceagraphof\u201cconsumes-produces\u201drelationshipsbetweenthevariousdrivers,interfacesandunittests,inordertounderstandwhatoptionstogivetoQEMU.","sponsor":{"@type":"Organization","name":"QEMU","disambiguatingDescription":"QEMUisanopensourcemachineemulatorandvirtualizer","description":"TheQEMUProjectincludestheQEMUopensourcemachineemulatorandvirtualizerandalsoactsasanumbrellaorganizationfortheKVMLinuxkernelmoduleandJailhousepartitioninghypervisor.\n\nWhenusedasamachineemulator,QEMUcanrunoperatingsystemsandprogramsmadeforonemachine(e.g.anARMboard)onadifferentmachine(e.g.yourownPC).Byusingdynamictranslation,itachievesverygoodperformance.\n\nWhenusedasavirtualizer,QEMUachievesnearnativeperformancesbyexecutingtheguestcodedirectlyonthehostCPU.QEMUsupportsvirtualizationwhenexecutingundertheXenhypervisororusingtheKVMkernelmoduleinLinux.WhenusingKVM,QEMUcanvirtualizex86,ARM,serverandembeddedPowerPC,andS390guests.","url":"https://qemu.org/","logo":"//lh3.googleusercontent.com/ZewfaPulWkbzuGpcudPvcm6uUImYRbE0DNwWOgsK5KsX4N2GvGhipDL9CGo74NcXZGC7FwKwSSYLhY-U1wvIf5P7fpJfrh8p"},"author":{"@type":"Person","name":"esposem"}},"271":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"PHPValidatorMigrationandOntologyIntegration","description":"Stemformaticsisanonlineportalwhichenablesstemcellbiologiststovisualizeandanalyzedatasetsquicklyandeasily.Theprimarygoaloftheprojectistospeedupthedatavalidationprocessandtocreateconsistentmetadata.AfterhavingdiscussedtheissuesregardingthePHPValidatorServerwithmymentor,IherebyproposetomigratetheexistingPHPservertoPyramid,apythonbasedwebframeworktovisuallyanalyseandexploreinterestingdatasetsefficientlyandsmoothly.","sponsor":{"@type":"Organization","name":"Stemformatics","disambiguatingDescription":"Stemformaticsisaweb-basedpocketdictionaryforstemcellscientists.","description":"Stemformaticsworksattheintersectionofweb-baseddatavisualisation,bigdataandbioinformatics.\n\nStemformaticspipelinescompressbigdatatomakeiteasierfortheweb-baseddatavisualisationstobeprocessed.Theseweb-baseddatavisualisationsareengineeredforspeedtomaketheenduserexperienceassmoothaspossible.\n\nStemformaticsalwaysensuresthateachstudentgetsagreatlearningexperiencetailoredtotheirability,interestandexperience.Wearecommittedtohelpmouldstudentsintosoftwareengineerswheretechnicalabilityisjustoneoftheskillsneededforsuccess.","url":"https://www.stemformatics.org","logo":"//lh3.googleusercontent.com/yle6XpjT0BdRYon9CGw7oIOr0tkMG9e-kA_WLuSviJU1R-RraETQQaZj-LCarCA37z5bgAeWDqXAjdabhIYYrAoTYa3mwJ5a"},"author":{"@type":"Person","name":"Glenn"}},"272":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"MachinelearningfeaturesinScilab:Anautobiography","description":"TheprojectaimstoenhancemachinelearningfeaturesinSCILAB,forSCILABandbySCILAB.Themainconcentrationwouldbetointegratedeeplearningfunctionality(Keras/TensorFlow)withapossibilityofworkingonthedatascienceusabilityaswell(R/SASintegration).Therearetits-bitshereandtherethatwoulddrivethedeveloperpooltowardsSCILABinthefuture.Theprojectinitselfdrawsinspirationfromthe[GSoCprojectlastyear](https://github.com/mandroid6/machine-learning-Toolbox-SCILAB/tree/master/Final%20Submission)withthesameheaderbutisnotnecessarilyanextensiontoit.","sponsor":{"@type":"Organization","name":"Scilab","disambiguatingDescription":"Cross-platformnumericalcomputationalpackageandprogramminglanguage.","description":"##WhatisScilab?\n\nScilabisfreeandopensourcesoftwarefornumericalcomputationprovidingapowerfulcomputingenvironmentforengineeringandscientificapplications.Byusingmatrix-basedcomputation,dynamictyping,andautomaticmemorymanagement,manynumericalproblemsmaybeexpressedinareducednumberofcodelines,ascomparedtosimilarsolutionsusingtraditionallanguages,suchasFortran,C,orC++.\n\n##WhatdoesScilabdo?\n\nScilabincludeshundredsofmathematicalfunctions.Ithasahighlevelprogramminglanguageallowingaccesstoadvanceddatastructures,2-Dand3-Dgraphicalfunctions.\n\nAlargenumberoffunctionalitiesisincludedinScilab:\n\n*Maths&Simulation\n\nForusualengineeringandscienceapplicationsincludingmathematicaloperationsanddataanalysis.\n\n*2-D&3-DVisualization\n\nGraphicsfunctionstovisualize,annotateandexportdataandmanywaystocreateandcustomizevarioustypesofplotsandcharts.\n\n*Optimization\n\nAlgorithmstosolveconstrainedandunconstrainedcontinuousanddiscreteoptimizationproblems.\n\n*Statistics\n\nToolstoperformdataanalysisandmodeling\n\n*ControlSystemDesign&Analysis\n\nStandardalgorithmsandtoolsforcontrolsystemstudy\n\n*SignalProcessing\n\nVisualize,analyzeandfiltersignalsintimeandfrequencydomains.\n\n*ApplicationDevelopment\n\nIncreaseScilabnativefunctionalitiesandmanagedataexchangeswithexternaltools.\n\n*Xcos-Hybriddynamicsystemsmodelera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stributedparallelexecution,numericalaccuracy,andanextensivemathematicalfunctionlibrary.\r\n-[MDAnalysis](https://www.mdanalysis.org)-MDAnalysisisaPythonlibrarytoanalyzetrajectoriesfrommoleculardynamics(MD)simulations.\r\n-[PyMC3](http://docs.pymc.io)-PyMC3isapythonmoduleforBayesianstatisticalmodelingandmodelfittingwhichfocusesonadvancedMarkovchainMonteCarloandvariationalfittingalgorithms.\r\n-[Stan](http://mc-stan.org)-Stanisaprobabilisticprogramminglanguagefordataanalysis,enablingautomaticinferenceforalargeclassofstatisticalmodels.\r\n-[Shogun](http://shogun.ml)-Shogunisandopen-sourcemachinelearninglibrarythatoffersawiderangeofefficientandunifiedmachinelearningmethods.\r\n-[yt](http://yt-project.org)-ytisacommunity-developedanalysisandvisualizationtoolkitforexaminingdatasetsinavarietyofscientificdisciplines.\r\n\r\nVisitour[page](https://github.com/numfocus/gsoc)formoreinformation.","url":"https://www.numfocus.org","logo":"//lh3.googleusercontent.com/HVjtQ2I4zfHth4wsGMFWynoFYktTBGviap7IKNbbXqj_jUjs0xBKayi8mvVv4gYe3g3wstalV3dG2UdmWSbYMOA0uG84uPw"},"author":{"@type":"Person","name":"AyushSuhane"}},"319":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"NautilusGTK+4Port","description":"WithGTK+4developmentalreadymovingatafairlyfastpace,itcouldusewideradoptioninapplications.Thebenefitinhavingthat,fromthetoolkitperspective,isfeedbackfromapplicationdevelopersaboutregressionsormissingfeatures,allofwhichcanbechangedwhilethedevelopmentisn\u2019tfrozen.Applicationdevelopers,ontheotherhand,canbenefitfromastreamlinedAPIandothernewtoys.","sponsor":{"@type":"Organization","name":"GNOME","disambiguatingDescription":"AfreedesktopenvironmentforGNU/Linux.","description":"#Non-profitorganizationthatcreatesacomputingplatformforthegeneralpublic\n\nTheGNOMEprojectbuildsthetechnologies,platform,middle-ware,applicationsandenvironmenttocreateafreesoftwaresolutionforusingyourpersonalcomputer.TheGNOMEprojectis:\n\n##Independent\n\nOurboardisdemocraticallyelected,andtechnicaldecisionsaremadebytheengineersdoingthework.Wearesupportedbymanyorganizations;employeesfromoverahundredcompanieshavecontributedsincetheprojectbegan.\n\n##Free\n\nWebelievethatsoftwareshouldbedevelopedintheopen.Ourdevelopmentinfrastructureandcommunicationchannelsarepublic,andourcodecanbefreelydownloaded,modifiedandsharedwithothers.Allourcontributorshavethesamerights.\n\n##Connected\n\nOurprojectisanimportantpartoftheFreeSoftwareecosystem.Weworkwithotherfreeprojectstocreatehigh-qualitysolutionsthatspantheentiresoftwarestack.\n\n##People-focused\n\nOursoftwareistranslatedintomanylanguagesandcomeswithbuiltinaccessibilityfeatures.Thismeansthatitcanbeusedbyanyone,regardlessofthelanguagetheyspeakortheirphysicalabilities.","url":"https://www.gnome.org/","logo":"//lh3.googleusercontent.com/PuUTd0LqAyd7EduWdbN5HFzAlSw2GGU5HR8Mu3xu2BTbWhuyHK0rDrGnxHdHWiK6mbM1yqUuB5kG8k3L_S91DVaDR6rh3pw"},"author":{"@type":"Person","name":"ErnestasKulik"}},"320":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Optimumframesynchronizationproject","description":"Improvingsignalsreceivingmethodologybymodifyingthestandardwayofcorrelation.","sponsor":{"@type":"Organization","name":"GNSS-SDR","disambiguatingDescription":"AnopensourceGlobalNavigationSatelliteSystemssoftware-definedreceiver","description":"GNSS-SDRisanopensourceGlobalNavigationSatelliteSystemssoftwarereceiver,writteninC++,thatisabletoworkeitherfromrawsignalsamplesstoredinafile,orinreal-timewitharadio-frequencyfront-endassignalsource,andperformsallthesignalprocessinguntiltheobservablecomputationandPosition-Velocity-Timesolution.Itsmodularityallowsuserstopopulatetheframeworkwiththeirownalgorithms,allowingtoputthefocusonthesignalprocessingimplementationwithoutworryingabouthowtoembedthatalgorithminawholeGNSSreceiver.ItalsomakespossiblefairperformancebenchmarksusingrealGNSSsignals,anditsopensourcelicenseallowsfreedownloading,useandcodeinspection.\nTheproposedsoftwarereceivertargetsmulti-constellation/multi-frequencyarchitectures,pursuingthegoalsofefficiency,modularity,interoperability,andflexibilitydemandedbyuserdomainsthatrequirenon-standardfeatures,suchasearthobserversorgeodesists,andallowingapplicationssuchastheobservationoftheionosphere,GNSSreflectometry,signalqualitymonitoring,spaceweather,andhigh-accuracypositioningbasedoncarrier-phasenavigationtechniques.Inthisproject,wefocusonsignalprocessing,understoodastheprocessbetweentheADCandthecomputationofcodeandphaseobservables,includingthedemodulationofthenavigationmessage.Wepurposelyomitdataprocessing,understoodasthecomputationofthenavigationsolutionfromtheobservablesandthenavigationmessage,sincethereareanumberofwell-establishedlibrariesandapplicationsforthat(alsointheopensourceside,suchasGPSTkorRTKLIB).","url":"http://gnss-sdr.org/","logo":"//lh3.googleusercontent.com/Unsxtmm85To4Q3RItnMY3GLcKHCd4v1MzqaTktEUMF-i8ZcCYfee5nWf9JCxLm-S_tROnNj10euUb9UU3gUsnTloEQbdEiw7"},"author":{"@type":"Person","name":"MustafaAbaas"}},"321":{"@context":"http://schema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ongoDBoplogtailing(singlesourceoftruthappend-onlylog)mechanism\"toscaleacrossserversinatunableyetperformantmanner.\n\nRocket.Chathasbeendesignedtobetotallyextensible.RESTandrealtime(websocket)APIsareavailabletocontrolandcustomizevariousaspectsoftheserver.Extensionscanbeaddedmodularlyusingstandardnodemodulemechanism.\n\nChatbotsareapopularmeansofextendingthecapabilitiesofRocket.Chat.Adaptersforpopularbotframework,suchasHubot,areavailableandRocket.Chat\u2019scommunitypublisheditsownintegrationbotsforcodeplatformsincludingGitHubandGitlab.Rocket.ChatsupportsthechatbotandML,conversationalbots,andvoicebotcommunities-withadaptersfornewbotframework\u2013includingthebBotsuper-bot-framework.","url":"https://rocket.chat","logo":"//lh3.googleusercontent.com/xTUWs-PlkuMiHAhPqbK8lDpZnQyJwUIYur5fDsW3RAJy0K3FAQuM2u8Y6tmoH6_ndNBsEmcZCvn0JyHroSx0eRQLR4jOdA"},"author":{"@type":"Person","name":"Jos\u00e9Renan"}},"343":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"AccessingSPHdataandinterpolatingontogrids","description":"ytisapackageforanalyzingandvisualizingvolumetricdata.Thecurrentinfrastructureofytisdesignedtodealwithadaptivemeshrefinement(AMR)data.However,awiderangeofmodernN-bodyhydrodynamicssimulationsnowusesmoothedparticlehydrodynamics(SPH)whichproducesdataconsistingofvolumefillingfields.Thecurrentimplementationofyttakesthisdatafillsaglobalocttree,andthentreatsitsimilarlytothatofAMRdata.\n\nThedisadvantageofthistreatmentofSPHdataisthatitisnotintuitivetousers,itisslowanditdoesnotrepresenttheunderlyingnatureofthedata.\n\nThisprojectaimstodevelopaytAPIforSPHdatathatensuresallSPHfieldsreturndatadefinedatthelocationsoftheparticles.Whilstthiswouldprovideamoreintuitivewaytointeractwiththedata,itisstillimportanttointerpolateparticledataontogrids,asthisisessentialinvisualisation.ThiscanbeachievedbytakinginspirationfromSPLASH.Thus,attheendoftheprojectSPHfieldswouldbeabletobevisualisedusinga\"scatter\"(intechnicaldetails)approach,inspiredbySPLASH.ThiswouldallowthetheSPHfieldstobeinterpolatedefficientlyontogrids.","sponsor":{"@type":"Organization","name":"NumFOCUS","disambiguatingDescription":"OpenCode=BetterScience","description":"NumFOCUSsupportsandpromotesworld-class,innovative,opensourcescientificsoftware.Mostindividualprojects,eventhewildlysuccessfulones,findtheoverheadofanon-profittobetoolargefortheircommunitytobear.NumFOCUSprovidesacriticalserviceasanumbrellaorganizationforthisprojects.\r\n\r\nThefollowingprojectswillbeparticipatingundertheNumFOCUSumbrella:\r\n\r\n-[Cantera](http://cantera.org/)-Canteraisalibrarytosolveproblemsinvolvingthermodynamics,chemicalkinetics,andtransport.\r\n-[conda-forge](https://conda-forge.org)-Acommunityledcollectionofrecipes,buildinfrastructureanddistributionsforthecondapackagemanager.\r\n-[DataRetriever](http://www.data-retriever.org)-TheDataRetrieverisapackagemanagerfordata.\r\n-[FEniCSProject](https://fenicsproject.org)-FEniCSisanautomatedfiniteelementlibraryusedtosolveequationsusedinmodeling,featuringadomain-specificlanguageandautomatedcodegeneration.\r\n-[Gensim](https://github.com/RaRe-Technologies/gensim)-\"TopicModellingforHumans.\"Gensimisanopen-sourcePythonlibraryfortopicmodelling,documentindexingandsimilarityretrievalwithlargecorpora.\r\n-[Julia](https://julialang.org)-Juliaisahigh-level,high-performancedynamicprogramminglanguagefornumericalcomputing.Itprovidesasophisticatedcompiler,distributedparallelexecution,numericalaccuracy,andanextensivemathematicalfunctionlibrary.\r\n-[MDAnalysis](https://www.mdanalysis.org)-MDAnalysisisaPythonlibrarytoanalyzetrajectoriesfrommoleculardynamics(MD)simulations.\r\n-[PyMC3](http://docs.pymc.io)-PyMC3isapythonmoduleforBayesianstatisticalmodelingandmodelfittingwhichfocusesonadvancedMarkovchainMonteCarloandvariationalfittingalgorithms.\r\n-[Stan](http://mc-stan.org)-Stanisaprobabilisticprogramminglanguagefordataanalysis,enablingautomaticinferenceforalargeclassofstatisticalmodels.\r\n-[Shogun](http://shogun.ml)-Shogunisandopen-sourcemachinelearninglibrarythatoffersawiderangeofefficientandunifiedmachinelearningmethods.\r\n-[yt](http://yt-project.org)-ytisacommunity-developedanalysisandvisualizationtoolkitforexaminingdatasetsinavarietyofscientificdisciplines.\r\n\r\nVisitour[page](https://github.com/numfocus/gsoc)formoreinformation.","url":"https://www.numfocus.org","logo":"//lh3.googleusercontent.com/HVjtQ2I4zfHth4wsGMFWynoFYktTBGviap7IKNbbXqj_jUjs0xBKayi8mvVv4gYe3g3wstalV3dG2UdmWSbYMOA0uG84uPw"},"author":{"@type":"Person","name":"AshleyKelly"}},"344":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"BuildananalyticstoolforSUSI.AI","description":"Currently,thereisnoanalytical/statisticaldashboard,thatanalysestheconversationsthattakeplaceonSUSI.Theprojectaimsto**developananalyticstoolforSUSI.AI**thatwoulddisplayvariousstatistics/analyticsbasedonstandardmetricsforconversationsonSUSI.AI.Itwillbea**PWA**,builtusing**ReactJs**.ThedatawillbefetchedfromtheSUSIServer.Theanalysiswillbedonevia**variousdatarepresentation/visualisations**likehistograms,bar-graphs,pie-charts,etc.Also,newAPIswillbecreatedontotheserver\u2019scodebaseasperrequirement.","sponsor":{"@type":"Organization","name":"FOSSASIA","disambiguatingDescription":"ImprovePeople'sLives","description":"FOSSASIAdevelopsOpenSourcesoftwareandhardwareforconversationalAIs,scienceandeventmanagementwithaglobaldevelopercommunityfromitsbaseinAsia.TheorganizationalsoorganizesOpenTechnologyevents,runscodingprogramsandtheCodeheatdevelopmentcontest.TheannualFOSSASIASummitisthepremierOpenTechnologyeventinAsiafordevelopers,contributors,start-ups,andtechnologycompanies.FOSSASIAwasfoundedin2009.","url":"https://fossasia.org","logo":"//lh3.googleusercontent.com/hYP83k9BWNrIyPa0eE-DYgzk0sWBOPa__03xGMUUQM6mj3N2w9zXDnNdOEFJ4SvX56U1LqXRiPga7nU20A_NBxcusVkghzs"},"author":{"@type":"Person","name":"AkshatGarg"}},"345":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImplementPowerpanelingnome-usage","description":"gnome-usageisatoolforinformingusersaboutsystemstatisticsandperformance.\nThisprojectproposestoimplementthePowerpanelingnome-usage.Majorobjectivesincludedevelopingtheinfrastructuretomeasureindividualapplicationandhardwarepowerusage(inasharedlibrarysothatotherapplicationsmayalsoutilizeit),andimplementingthefrontendpanelinUsage.Bytheendofthisproject,gnome-usagewouldrepresentsignificantutilityforendusersasatoolformonitoringsystemresourceconsumption.","sponsor":{"@type":"Organization","name":"GNOME","disambiguatingDescription":"AfreedesktopenvironmentforGNU/Linux.","description":"#Non-profitorganizationthatcreatesacomputingplatformforthegeneralpublic\n\nTheGNOMEprojectbuildsthetechnologies,platform,middle-ware,applicationsandenvironmenttocreateafreesoftwaresolutionforusingyourpersonalcomputer.TheGNOMEprojectis:\n\n##Independent\n\nOurboardisdemocraticallyelected,andtechnicaldecisionsaremadebytheengineersdoingthework.Wearesupportedbymanyorganizations;employeesfromoverahundredcompanieshavecontributedsincetheprojectbegan.\n\n##Free\n\nWebelievethatsoftwareshouldbedevelopedintheopen.Ourdevelopmentinfrastructureandcommunicationchannelsarepublic,andourcodecanbefreelydownloaded,modifiedandsharedwithothers.Allourcontributorshavethesamerights.\n\n##Connected\n\nOurprojectisanimportantpartoftheFreeSoftwareecosystem.Weworkwithotherfreeprojectstocreatehigh-qualitysolutionsthatspantheentiresoftwarestack.\n\n##People-focused\n\nOursoftwareistranslatedintomanylanguagesandcomeswithbuiltinaccessibilityfeatures.Thismeansthatitcanbeusedbyanyone,regardlessofthelanguagetheyspeakortheirphysicalabilities.","url":"https://www.gnome.org/","logo":"//lh3.googleusercontent.com/PuUTd0LqAyd7EduWdbN5HFzAlSw2GGU5HR8Mu3xu2BTbWhuyHK0rDrGnxHdHWiK6mbM1yqUuB5kG8k3L_S91DVaDR6rh3pw"},"author":{"@type":"Person","name":"carpediem"}},"346":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImprovingDetectionSuitetosupportmoredatasetswithSegmentationandClassificationTools","description":"ThistoolallowsfaircomparisonofdifferentDeeplearningdetectionmodels.ThisprojectproposalaimstoexpandDetectionSuite\u2019scurrentfunctionalitytosupportmoredeeplearningFrameworkssuchasTensorflow,kerasandCaffeandmoredatasetssuchasImagenet,COCO,etc.ItalsoaimstoaddSegmentationsupporttothistoolalongwithvariousevaluationmetricsinordertocomparedifferentdetectionmodels.Foreasyinstallation,thisprojectwillalsoimprovecurrentdocumentationandcreatedebianpackages.\n[LinktoProposal](https://storage.googleapis.com/summerofcode-prod.appspot.com/gsoc/core_project/doc/6154971708391424_1522163892_JdeRobot_DetectionSuite_GSOC_2018_Proposal5.pdf?Expires=1524595248&GoogleAccessId=summerofcode-prod%40appspot.gserviceaccount.com&Signature=Je3fKB5hod0pMjKBvrn1sXq7Eb6JJ90jWAHwR50n1LtQtzQ7pmErsChc5ixvsmiaWXUMRx5o9thBLGZgCRn8%2Fb10XbaYURprRLIkBNHouG80K01LWYYe%2BNJTLNSuIff50U%2FWDvyrUdVvX6%2B50TgbQV4LOGfj%2FQMR7%2B3oQWJX4aFOWze3L3WaDfmksI0HGOQSXN9mG3HMlf5MBQ9DGhJiFTYnYiwMqN5zd0iuT%2BvNYRCW%2BXVQfWNEf9vcho7IPAoeY1uAkLLaDueoQBk5ogdrVAaxJu2N6wNJBB53qRSqXd8SrPttRLiWhzlzcE7FKz4%2BLSnOUaTGjxUZ9X08ckCMkA%3D%3D)","sponsor":{"@type":"Organization","name":"JdeRobot-UniversidadReyJuanCarlos","disambiguatingDescription":"Asoftwareframeworkfordevelopingapplicationsinroboticsandcomputervision","description":"JdeRobotisasoftwaredevelopmentframeworkforroboticsandcomputer\nvisionapplications.Thesedomainsincludesensors,actuators,andintelligentsoftwareinbetween.Ithasbeendesignedtohelpinprogrammingsuchintelligent\nsoftware.ItiswritteninC++,PythonandJavaScript,andprovidesadistributedcomponent-basedprogrammingenvironmentwheretheroboticapplicationismadeupofacollectionofseveralconcurrentasynchronouscomponents.EachcomponentmayrunindifferentcomputersandtheyareconnectedusingICE\ncommunicationmiddlewareorROS.JdeRobotisbasedonROSandusesROSdrivers.\n\nRealrobotslikeTurtleBot,drones(ArDrone,3DRsolo)andrealsensorslikecolorcameras,RGBDcameras(Kinect1,Kinect2,Xtion),RPLidar,laseraresupported.AndtheircorrespondingonesinGazebosimulator,includingalsoaFormula1andautonomouscars.\n\nGettingsensormeasurementsisassimpleascallingalocalfunction,andorderingmotorcommandsaseasyascallinganotherlocalfunction.Theplatformattachesthosecallstotheremoteinvocationonthecomponentsconnectedtothesensor\northeactuatordevices.ThoselocalfunctionsbuildtheHardwareAbstractionLayerAPI.TheroboticapplicationgetsthesensorreadingsandorderstheactuatorcommandsusingsuchHALtounfolditsbehavior.\n\nJdeRobotincludemanytools:(a)JdeRobot-Academy,asuiteforteachingroboticsandcomputervision,with20motivatingexercises;(b)VisualStates,forvisualcreationofautomatathatcontrolrobotbehavior;(c)Scratch2JdeRobot,forprogrammingadvancedrobotswithafullvisuallanguage;(d)robotteleoperators,evenwithwebtechnologies;(e)atunerforcolorfilters,etc.","url":"http://jderobot.org","logo":"//lh3.googleusercontent.com/6FSFjgdnmU31E2Ppx2xn8qYaKRFepFD31zJ7sMECmyg4el2CXZHbj-_Yryrz4usHUHCI-yiaUGwe6dRnP9ZBgY3KRqEGHGc"},"author":{"@type":"Person","name":"vinay"}},"347":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Designnetworkagnosticcommunicationprotocol","description":"Mygoalistodesignanewprotocolforqaul.net.Thecurrentprotocolisveryheavilycoupledtoolsrwhichisusedforallnetworkingtasks.TomoveawayfromolsrforcompatibilityreasonsonAndroidmeanstocreateaprotocolwhichqaul.netcanthenusetofindnetworks,manageclientdiscoveryaswellasallpayloadcommunicationandusernegotiation.","sponsor":{"@type":"Organization","name":"freifunk","disambiguatingDescription":"Freifunkisanon-commercialinitiativeforfreeandopenwirelessnetworks.","description":"Moreandmorepeoplearesingle-handedlyinstallingandmaintainingfreenetworks.EveryuserinthefreewirelessnetworkprovideshisorherwirelessLANrouterfordatatransfertootherparticipants.Inreturn,heorshecanalsotransmitdata,suchastext,musicandmoviesthroughafreeinternalnetworkoruseservicessetupbyparticipantstochat,callorplayonlinegames.Weusemeshnetworks.\n\nUmbrellaOrganisation\n-----\n\nWeactasumbrellaorganisationforotherwirelesscommunitieslike[Ninux](http://ninux.org),[qaul.net](http://qaul.net),[Guifi.net](http://guifi.net)or[WLANSlovenija](https://wlan-si.net/)andcommunitesdevelopingsoftwareweextensivlyuselike[OpenWRT](https://openwrt.org/),[OLSR](http://www.olsr.org/mediawiki/index.php/Main_Page),[BATMAN](https://www.open-mesh.org/projects/open-mesh/wiki),[libremesh](http://libremesh.org/)or[retroshare](http://retroshare.sourceforge.net/).\n\nLocalcommunitiesprovidesoftwareadaptedtotheirownneedsontheirwebsites.Therearemoreandmorefreewirelessgroupsthatmeetregularlyaccessinvillagesandcities.\n\nHardwareandSoftware\n----\n\nMostdevicesinournetworksareroutersforhomeuse.TheyshouldrunwithLEDE.Inourlocalcommunitiestherearealotofdifferentapproachesfordifferentroutingprotocols,monitoringsystemsandmapsolutions.LEDEasOSforroutersandOLSR,BATMANandBabelasroutingdaemonsareonlyafewexamplesofsoftwaredevelopedtogetherwithfreifunk.\nYoucanfindagreatvarietyoftopicswhereyoucangoonwithwirelesscommunities.We'relookingforpeopleworkingonnewhardwaredrivers,improvingroutingprotocols,developingnetworkmonitoringtoolsanduserinterfacetopicsonthewebinterfaces,helpinguswithnewfeaturesandtoolstoorganizedecentralizedcommunities.\n\nCommonfreifunkgoals\n----\n\n*Educatingandcreatingawarenessonthesubjectofcommunicationandfreedomofinformation\n*Reducingthedigitaldivide\n*Unhindereddistributionofknowledgeandresources\n*Empoweringpeopletobuildandoperatetheirownnetworks\n*Promoteandsupportexistingandnewsocialstructures\n\nAswearedecentralizedtherearesomechallenges,e.g.togetandshowinformationaboutcommunities,workingtogetherwithallthosecommunties.","url":"https://freifunk.net","logo":"//lh3.googleusercontent.com/F_FWRzu838WIU-EDb-Teq9Y7OxaJSmqqIsl_aWHUQba98QrinymiU6iwPJYKSYcw5ghNPwVN6Ln3jsukc5Cam4gizRflkw"},"author":{"@type":"Person","name":"KatharinaSabel"}},"348":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"IntegrateSpeech-to-TextwithTranslation","description":"##CurrentImplementationofSpeechtoText\nJigasijoinsameetasaseparateparticipantwhichreceivesaudiochunkswhichispassedtothe`TranscriptionService`(Googleserviceasofnow).Theretrievedtranscriptionissenttotheroomina`JSON`formatsentto`Chatroom.js`whereitispublishedtotheMUC.Finaltranscriptisalsosentasplaintextafterthemeetisover.\n\n##ProposedTranslationLayer\n-Atranslationservice(`translate.js`)willbebuiltinlib-jitsi-meeti.ewillrunontheclientsideoftheapplicationwhichwillinitiallymakeuseof`MicrosoftTranslateTextAPI`willusetheJSONmessagesreceivedandprovideaccuratetranslationinrealtime.Thiswillbesentbackto`Chatroom.js`tosendtranslatedtexttotheMUC.\n-UIforthesettingspanelrequiredinthefront-endpartoftheapplicationwillbedevelopedandintegratedbyworkingwiththe`React`components.Subtitleswithacceptabledelaywillalsobeseenhere.\n-Amechanismfordeliveringfinaltranscriptwillbedevelopedbystoringtheintermediatetranslatedtextandrenderingonceameetgetsover.","sponsor":{"@type":"Organization","name":"Jitsi","disambiguatingDescription":"ThemostinnovativeOpenSourcevideoconferencingcommunity.Period.","description":"Jitsiisasetofopen-sourceprojectsthatallowsyoutoeasilybuildanddeploysecurevideoconferencingsolutions.AttheheartofJitsiareJitsiVideobridgeandJitsiMeet,whichletyouhaveconferencesontheinternet,whileotherprojectsinthecommunityenableotherfeaturessuchasaudio,dial-in,recording,andsimulcasting.\n\nJitsiDesktop(previouslySIPCommunicator)isanaudio/videoandchatcommunicatorwritteninJava.ItsupportsprotocolssuchasSIP,XMPP,Bonjour,etc.ItimplementsarichsetofcommunicationsfeaturessuchasVideocallsandconferenceswithSIPandXMPPJingleonLinux,macOS,andWindows,calltransfers,callencryptionandmanyothers.\nTheJitsifamily,andhenceourGSoCprojectideas,alsoincludeotherprojectssuchas\nice4j.org-AnICEprotocolimplementationforrobustNATandfirewalltraversal(http://ice4j.org)\nlibjitsi-Arichaudio/videomediastackwritteninJava(https://jitsi.org/libjitsi)\nJitsiVideobridge-Avideorelayingserverthat,togetherwithJitsiallowsformulti-partyvideocallssimilartotheoneswedowithGoogleHangouts(https://jitsi.org/videobridge)\nJitsiMeet-AWebRTCJavaScriptapplicationforvideoconferencing,whichusesXMPPJingleforsignallingandJitsiVideobridgeasaserver-sidemediarouter.(https://jitsi.org/meet)\nTogetherwithFLOSSserversoftwarelikeKamailio,AsteriskandFreeSWITCH,JitsirepresentsanopenalternativetoproprietarycommunicationssystemssuchasSkype,orLiveMessenger.Ourcommunitiesoftenworktogetheronvariousproblems.\nThedevelopmentofJitsistartedattheUniversityofStrasbourg,France(http://www.unistra.fr)buthasgrowntoincludecontributorsfromallovertheworld.ManyofthemhaveactuallyjoinedaftersuccessfullyparticipatinginpreviousGSoCeditions.JitsiisbasedontheOSGi(http://osgi.org)architectureusingtheFeliximplementationfromApache,whichmakesitveryextensibleanddeveloperfriendly.","url":"https://jitsi.org","logo":"//lh3.googleusercontent.com/Mkks-mF2tZQKDrIiMOtoDeRa1b6IEl2MCrFX7a2xFlEAsDNThYWIOnLH2XBQhpXyvwia6JrIisnytm4Lut5lRQhqvJWJfXc"},"author":{"@type":"Person","name":"pvgupta24"}},"349":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"GooKeeperImplementation","description":"TheaimofthisprojectistobringSuperSnark\u2019sbrilliantgamedesigntolife-GooKeeper!InGooKeepertheplayerhastosetupandmaintainaGooZoo,whichasthenamesuggests,isazoowithdifferentvarietiesofgooeys.Theplayerhastocapturethesegooeysfromthewildusingaspecialtool,therevolutionaryPlazMaster3000intoslime-podsandbringthembacktothezoo.\nThesegooeyshavedifferentbehaviors,someareaggressive,somearepassive,andhencecapturingthemwouldhavedifferentlevelsofdifficulty,andalsodifferentpayoffsinthezoo.\nSo,themainaimoftheplayeristocaptureexoticvarietiesofgooeys,keepthemfedandhappy,andpossiblyhavethemmatewithoneanothertogivebirthtoanew,interestinggooeytype!","sponsor":{"@type":"Organization","name":"MovingBlocks","disambiguatingDescription":"Terasology:likeanopensourceMinecraft-imaginethepossibilities!","description":"#WhyTerasology\n\nWesetouttoseehowanopensourceandsuperextensiblevoxelgameinspiredbyMinecraftcouldgobeyonditandoffergameplaylikeseeninDwarfFortressorDungeonKeeper.Whatwouldmodderscomeupwithifyoucouldcreateandshipamodwithafewsimplecommands,makingitavailableimmediatelyfordownloadin-gamebyothers,inasecuresandboxedenvironment?\n\n#MinimalEngine\n\nOurengineisintendedtobeasbare-boneaspossible,evenexcludingsuchbasicsasinventory,health,creatures,orcombat.Aseriesofminimalmodulesaremeanttobebundledwiththegame'sstandarddistributiontoofferasortofvanillagameexperience,withafocusoncommonlyusedsystemsthatareoftenfragmentedandre-implementedmanytimesover.Allsuchmodulesarecommunityownedandmaintained,guaranteedtoworkwitheveryrelease.\n\n#Extensibility\n\nAnycontentiswrappedinmodulesrangingfromtinyframeworkssupportingcommonlyneededutilitytolargegameplaytemplatescommonlyreferredtoasmodpacksintheMinecraftworld,thatinturncandependondozensofthesmallerpieces,maximizingreusability.\n\nCreatinganewmoduleisaseasyasrunningasinglegradlewcommand,havingacommunityrepositorycreatedonGitHubisanothersinglerequestaway,andfetchingsourceforanysuchcommunitymoduleisyetanothersinglecommand.Dependencyresolutionissupportedwithintheengineframeworkbothfordevelopmentandforruntimeusage,includingauto-downloadingfromarunninggameservertoconnectingclients.","url":"http://terasology.org","logo":"//lh3.googleusercontent.com/yo_K66LOna5NiriW6abGEwpJSJn0ILDs_R_ZSBaCqv1N6rLiXgEhUK16-IPh2f3RPmRlsEc-1QwN7PjNIvYKsBhuR9YwWw"},"author":{"@type":"Person","name":"ShreyasIyer"}},"350":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Extending\u201cLightandShadow\u201dGameplayandFunctionality","description":"MygoalforGoogleSummerofCodeistoworkonimprovementsforthecurrentLightandShadowmodule.Myhopefortheendofthesummeristocreateaminimalviableproductthatimplementsuniqueassets,gameplay,leveldesign,andmechanics,andcanserveasanewmodeofgameplayforTerasology.","sponsor":{"@type":"Organization","name":"MovingBlocks","disambiguatingDescription":"Terasology:likeanopensourceMinecraft-imaginethepossibilities!","description":"#WhyTerasology\n\nWesetouttoseehowanopensourceandsuperextensiblevoxelgameinspiredbyMinecraftcouldgobeyonditandoffergameplaylikeseeninDwarfFortressorDungeonKeeper.Whatwouldmodderscomeupwithifyoucouldcreateandshipamodwithafewsimplecommands,makingitavailableimmediatelyfordownloadin-gamebyothers,inasecuresandboxedenvironment?\n\n#MinimalEngine\n\nOurengineisintendedtobeasbare-boneaspossible,evenexcludingsuchbasicsasinventory,health,creatures,orcombat.Aseriesofminimalmodulesaremeanttobebundledwiththegame'sstandarddistributiontoofferasortofvanillagameexperience,withafocusoncommonlyusedsystemsthatareoftenfragmentedandre-implementedmanytimesover.Allsuchmodulesarecommunityownedandmaintained,guaranteedtoworkwitheveryrelease.\n\n#Extensibility\n\nAnycontentiswrappedinmodulesrangingfromtinyframeworkssupportingcommonlyneededutilitytolargegameplaytemplatescommonlyreferredtoasmodpacksintheMinecraftworld,thatinturncandependondozensofthesmallerpieces,maximizingreusability.\n\nCreatinganewmoduleisaseasyasrunningasinglegradlewcommand,havingacommunityrepositorycreatedonGitHubisanothersinglerequestaway,andfetchingsourceforanysuchcommunitymoduleisyetanothersinglecommand.Dependencyresolutionissupportedwithintheengineframeworkbothfordevelopmentandforruntimeusage,includingauto-downloadingfromarunninggameservertoconnectingclients.","url":"http://terasology.org","logo":"//lh3.googleusercontent.com/yo_K66LOna5NiriW6abGEwpJSJn0ILDs_R_ZSBaCqv1N6rLiXgEhUK16-IPh2f3RPmRlsEc-1QwN7PjNIvYKsBhuR9YwWw"},"author":{"@type":"Person","name":"DeviAcharya@dacharya64"}},"351":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImplementingNWP-anaddressresolutionprotocolforXIA.","description":"Theaimofthisprojectistoimplementauserspaceversionofthe*NeighbourhoodWatchProtocol*(NWP),whichmapsAutonomousDomain(AD)XIDstoEtherXIDs.","sponsor":{"@type":"Organization","name":"BostonUniversity/XIA","disambiguatingDescription":"CrowdsourcingthefutureInternet","description":"FindingthesuccessorofTCP/IPistheultimategoalofourproject.Todoso,wehavedevelopedanewprotocolstack,XIA.Toreachthisdestination,wearebothrefiningourcodebaseandworkingtomeetunfulfilleddemandsofreal-worldnetworks.Forexample,ourcurrentshort-termgoalistodevelopaDDoSprotectionsystem.Atthesametime,weareaddingstate-of-the-artalgorithmsanddatastructurestoincreasethespeedandflexibilityofXIA.WehopethatthisiterativerefinementwillmakeXIAanenticingchoiceforthefutureofnetworking.\n\nTheXIAprojectwasestablishedin2010asacollaborationbetweenBostonUniversity(BU),CarnegieMellonUniversity,UniversityofWisconsin-Madison,andDukeUniversity.LinuxXIA,thenativeimplementationofXIAintheLinuxkernel,becameaprojectmemberofSoftwareFreedomConservancyin2016.\n\nPranavGoswami,oneofourpreviousstudents,hassummarizedthegrowthexperiencethatGSoChasbroughttohimandotherofourstudentsinthefollowingtestimonial:\n\n\u201cWorkinginGSoCasastudent(2015)andthenasamentor(2017)forLinuxXIAhasbeenrewardinginmanyaspectsand,throughoutthisjourney,Ihavegrownalotandlearnedalot.Startingoutasastudent,IwasguidedveryproficientlybyMichel,Qiaobin,John,andCodythroughouttheprogram.This,inturn,boostedmyconfidenceandimprovedmycommunicationaswellascodingstandard.Italsogavemein-depthknowledgeaboutthekerneldevelopmentandusingpresenttechnologiestobuildfutureideas.LinuxXIAgivesampleopportunitiestoimproveandtakechargeintheprocess.Aftersuccessfullycompletingtheprogramtheteamtrustedmetotakeamorechallengingroleasamentor.Theirbeliefmotivatedmetoworkharderanddelivermoretomymentees.Thisexperiencehashelpedmedevelopmyoverallprofile.AsaGSoCorganization,Icouldn'thaveaskedformore.Thankyou,XIAteam!\u201d","url":"https://github.com/AltraMayor/XIA-for-Linux/wiki","logo":"//lh3.googleusercontent.com/5pSgr94K_LHENfQz9wakTsfWeMnoBDd09U1D2sxCPFu1yrLIxbRVCjTjlkv0EPr5PEyXi6E1Ou_ELN47SrihvvSUJRtm8g"},"author":{"@type":"Person","name":"VibhavPant"}},"352":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImprovingtheServerFacade","description":"DuringGooglesummerofcode2017,onestudentworkedonmakingabackendthatexposesinformationaboutTerasologyservers.HealsomadeafrontendusingtheReactXPframework,whichcanbuildtomultipleplatforms,suchasweb,Android,andiOS.However,thebackenditselfneedssomeseriousworktobeconsideredacceptableforendusers.Thatiswhatthisprojectisgoingtotrytohelpaccomplish.","sponsor":{"@type":"Organization","name":"MovingBlocks","disambiguatingDescription":"Terasology:likeanopensourceMinecraft-imaginethepossibilities!","description":"#WhyTerasology\n\nWesetouttoseehowanopensourceandsuperextensiblevoxelgameinspiredbyMinecraftcouldgobeyonditandoffergameplaylikeseeninDwarfFortressorDungeonKeeper.Whatwouldmodderscomeupwithifyoucouldcreateandshipamodwithafewsimplecommands,makingitavailableimmediatelyfordownloadin-gamebyothers,inasecuresandboxedenvironment?\n\n#MinimalEngine\n\nOurengineisintendedtobeasbare-boneaspossible,evenexcludingsuchbasicsasinventory,health,creatures,orcombat.Aseriesofminimalmodulesaremeanttobebundledwiththegame'sstandarddistributiontoofferasortofvanillagameexperience,withafocusoncommonly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sthatprovideplatformsforcollaborationbetweenourcontributors;andtakepartinpanelsandtalksthatspreadthewordabouttheneedfordiversityinthesefields.\n\nAtourcoreisthephilosophyandpoliticsoffree,libre,open-sourcesoftware.Weseesoftwareasamedium,somethingthatconnectstwothings.Weviewitasameansforthinkingandmaking.Webelieveitshouldbefree.Webelievethatlearningtoprogramisnotaboutacquiringacertainskillset,butisinsteadacreativeandexploratoryprocess.Webelievesoftware,andthetoolstolearnit,shouldbeaccessibletoeveryone.Webelievesoftwareliteracyandanunderstandingofmediaofallkindsisessentialknowledgefortoday.","url":"http://processingfoundation.org","logo":"//lh3.googleusercontent.com/xbNNxmOK9vsF1Nh34aDV_VJQHzEOSgCleG99BfkwL48oanpg9NFAiPxkEUp_j19nryhNnU_EgvRv02R1AcLeHNLg6IHEFic"},"author":{"@type":"Person","name":"Sithe"}},"357":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"CodeBetter","description":"ToimplementCompleteJava10supporttomakesurePMDisthereforalltheamazingdeveloperswhoupgradetothenewJavaversion.\n\nAndcreateanImprovedUIdesignertohelpevennovicejavadeveloperstoharnessthepowerofPMDandhelpthemcodebetter.","sponsor":{"@type":"Organization","name":"PMD","disambiguatingDescription":"Anextensiblecross-languagestaticcodeanalyzer.","description":"PMDisastaticcodeanalyzer.Itfindscommonprogrammingflaws,sub-optimalcodeandcodestyleissuesinmultiplelanguages.Forexample,itcanhighlightunusedvariables,emptycatchblocksortoocomplexcode,justtonameafew.\n\n#ProgrammingLanguages\nInitiallyPMDstartedouttobeaJava-onlycodeanalyzer.Butnowadays,itfullysupports8languages:Java,JavaScript,Salesforce.comApexandVisualforce,PLSQL,ApacheVelocity,XMLandXSL.Alllanguagesprovidemanyrules,thatyoucanimmediatelyusetocheckyoursourcecode.\n\n#Copy-Paste-Detector\nAdditionallyitincludesCPD,thecopy-paste-detector.CPDfindsduplicatedcodeinalltheabovelanguagesandadditionallyinC,C++,C#,Groovy,PHP,Ruby,Fortran,Scala,ObjectiveC,Matlab,Python,Go,andSwift.\n\n#Usage\nPMDhasover50000monthlydownloadsandisactivelyusedbymanyopensourceandclosedsourceprojects.ItisintegratedintomostcommonbuildtoolslikeMaven,GradleandAnt,butitcanalsobeusedfromthecommandline.IntegrationsintoCIsystemssuchasJenkinscanprovidecomparisonsbetweenbuildstoseequalityimprovementsordegradationovertimebasedontheissuesfoundbyPMD.Whenintegratedintothebuild,PMDcanserveasaqualitygate.\n\n#Extensibility\nPMDcomesoutoftheboxwithmanyrulesintheareaofcodedesign,optimizations,namingandmanymore.Itprovidesaflexibleinfrastructuretocustomizetheexistingrulesviapropertiesandtodefinecompletelynewcustomrules.Therulescanbeorganizedinrulesets,whichcanbesharedwithinasoftwareproject,sothateverydeveloperisusingthesamePMDconfiguration.\n\nAninnovativeapproachallowstodefinePMDrulesusingasingleXPathexpression,allowingdeveloperstodosowithouthavingtowritecodeordealwithPMDinternals.PMDshipswithadesignertooltohelpbuildandtestsuchexpressions.MorecomplexrulescanbecodedinJavausingavisitorpatternovertheanalyzedcode.","url":"https://pmd.github.io/","logo":"//lh3.googleusercontent.com/sJpfX1a-zzHjEFvCEHCLLRGYUCJqlpPhQDnTLeR2JnE_GcvYx34lV6BgLivE9i8vLPV2-718NMw8JDKzG-OEbXFFaaPwSQ"},"author":{"@type":"Person","name":"AkshatBahety"}},"358":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"RESTfulSubmissionofFormsinHTMLFormEntry","description":"ThisprojectmainlyinvolvesREST-ifyingthecurrentAPIsthattheHTMLFormEntrymoduleoffers.TheseRESTendpointswillenableuserstoreplicatealltheformsubmissionandotherformrelatedactionswithouttheneedforlegacyhtmlformsubmission.\nThePrimaryObjectiveofthisprojectisto:\nExtendtheHTMLFormEntryModuletoallowsubmissionofHTMLformsviaRESTfulAPIstherbyRestifyingallthecurrentAPIendpoints.\nDevelopaproofofconceptOWAallowingbasicdataentrytosubmitHTMLformsthroughtheAPIsothattheAPIcanbethoroughlytested.","sponsor":{"@type":"Organization","name":"OpenMRS","disambiguatingDescription":"Writecode.Savelives.","description":"Ourworldcontinuestoberavagedbyapandemicofepicproportions,asover40millionpeopleareinfectedwithordyingfromHIV/AIDS--most(upto95%)areindevelopingcountries.PreventionandtreatmentofHIV/AIDSonthisscalerequiresefficientinformationmanagement,whichiscriticalasHIV/AIDScaremustincreasinglybeentrustedtolessskilledproviders.Whetherforlackoftime,developers,ormoney,mostHIV/AIDSprogramsindevelopingcountriesmanagetheirinformationwithsimplespreadsheetsorsmall,poorlydesigneddatabases...ifanythingatall.Tohelpthem,weneedtofindawaynotonlytoimprovemanagementtools,butalsotoreduceunnecessary,duplicativeefforts.Asaresponsetothesechallenges,OpenMRSformedin2004asaopensourcemedicalrecordsystemframeworkfordevelopingcountries--atidewhichrisesallships.Overthepastdecade,OpenMRShasbeenadaptedandusedbeyondHIV/AIDSforTB,Ebola,maternal-childhealth,andchroniccare.OpenMRSisamulti-institution,nonprofitcollaborativeledbyorganizationssuchasRegenstriefInstitute,Inc.(regenstrief.org),aworld-renownedleaderinmedicalinformaticsresearch,andPartnersInHealth(pih.org),aBoston-basedphilanthropicorganizationwithafocusonimprovingthelivesofunderprivilegedpeopleworldwidethroughhealthcareserviceandadvocacy.Wehavealsoformedanon-profit,OpenMRS,Inc.,whosemissionistosupporttheworldwideOpenMRScommunity.Theseteamsnurtureagrowingworldwidenetworkofindividualsandorganizationsallfocusedoncreatingmedicalrecordsystemsandacorrespondingimplementationnetworktoallowsystemdevelopmentselfreliancewithinresourceconstrainedenvironments.Todate,OpenMRShasbeenimplementedindozensofdevelopingcountries,includingSouthAfrica,Kenya,Rwanda,Lesotho,Uganda,Tanzania,Haiti,Mozambique,SierraLeone,andIndia.","url":"https://openmrs.org/","logo":"//lh3.googleusercontent.com/EJ7vLvAQgTYtEf213LNLThezRCTdu8dPMY2n5X9I_1kNMQdV9pfz9D_GBk1dTv3RSiOsEo6KmKnRbnf1wNMOW3hsAnQ4Og"},"author":{"@type":"Person","name":"PiyushKundnani"}},"359":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"BuildingAnalyticalToolforSUSI.AI","description":"\u00b7Analyzinguserengagement.\n\u00b7SentimentalAnalysisonchats.\n\u00b7AnalyzingthecorrectnessofSUSIreplies(thumbsup/thumbsdown).\n\u00b7IntegratinggrafanaforserveranalyticsandDatavisualization&Monitoring.\n\u00b7Statisticsofrealtimetraffic.","sponsor":{"@type":"Organization","name":"FOSSASIA","disambiguatingDescription":"ImprovePeople'sLives","description":"FOSSASIAdevelopsOpenSourcesoftwareandhardwareforconversationalAIs,scienceandeventmanagementwithaglobaldevelopercommunityfromitsbaseinAsia.TheorganizationalsoorganizesOpenTechnologyevents,runscodingprogramsandtheCodeheatdevelopmentcontest.TheannualFOSSASIASummitisthepremierOpenTechnologyeventinAsiafordevelopers,contributors,start-ups,andtechnologycompanies.FOSSASIAwasfoundedin2009.","url":"https://fossasia.org","logo":"//lh3.googleusercontent.com/hYP83k9BWNrIyPa0eE-DYgzk0sWBOPa__03xGMUUQM6mj3N2w9zXDnNdOEFJ4SvX56U1LqXRiPga7nU20A_NBxcusVkghzs"},"author":{"@type":"Person","name":"AnupKumarPanwar"}},"360":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Comprehensivetestsuite","description":"Thepointofthisprojectisaboutcoverageofbranchesofparsersaswellascornercases.Inotherwords,therearemainlytwoparts.Atfirst,addtestsfornewlyaddedfunctions,features(newfeaturesforthetestsuiteitself,too),etc.Secondly,improveexistingtestcaseswiththeaimatcornercases(typeofvariables,issuesrelatedtopointers,signedness,etc).","sponsor":{"@type":"Organization","name":"strace","disambiguatingDescription":"linuxsyscalltracer","description":"straceisadiagnostic,debuggingandinstructionaluserspaceutilitywithatraditionalcommand-lineinterfaceforLinux.ItisusedtomonitorandtamperwithinteractionsbetweenprocessesandtheLinuxkernel,whichincludesystemcalls,signaldeliveries,andchangesofprocessstate.Theoperationofstraceismadepossiblebythekernelfeatureknownas[ptrace](http://man7.org/linux/man-pages/man2/ptrace.2.html).\n\nstraceisoneofthelongestrunningfreesoftwareprojectsandstartedevenbeforeLinuxstarted.\n\nstraceisanimportanttoolfordebuggingandtracingdeployedonmostLinuxdistributionswithasmallcommunityofactivecontributors.","url":"https://strace.io","logo":"//lh3.googleusercontent.com/QZ73OrqK0YTUSl7TSp1O6TgYBLz-JH6Q_K8xmEJ42y_c3DWua7q5wXbUHVikBmmwXS-pVTElTG9dH5Xg308ggRT6Qrb8et8"},"author":{"@type":"Person","name":"ZhibinLi"}},"361":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ConfigurationofLightweightSitesComponentsusingAnsible","description":"LightweightSitesisaprojectatCERNthatenablesthequicksetupofnewsitesonthegrid.Often,alotoftimeisspentinsettingupnewsiteswithsignificantinputsfromteamsatCERNandattheorganizationoperatingthesite.LightweightSitesabstractsawayandconsolidatesresourcestoaidthesetup.Toachievethis,aLightweightSitesSpecificationdocumenthasbeencreatedthatwillallowthesoftwareconfigurationoftheentiresitethroughacentralmodule.ThiswouldbetheLevel1configuration.Inaddition,otherLightweightSitesComponentswouldbecreatedaccordingtospecifications.Onesuchcomponentincludestherepositoriesforcontainersofdifferentcomputeelements(CE),batchsystems,workernodes(WN),etc.ThesecontainersarealsoconfiguredandcomprisetheLevel2configurations.Inthepast,YAIM,anin-houseconfigurationtoolhasbeenusedforLevel2configurations.Inthisproject,inadditiontosettingupLevel1configuration,popularconfigurationtoolslikeAnsibleandPuppetwouldbeusedforLevel2configuration,replacingYAIM.ThismigrationwouldcontributetotheprojectbymakingiteasiertoconfigurenewLightweightSites.","sponsor":{"@type":"Organization","name":"CERN-HSF","disambiguatingDescription":"UmbrellaorganizationforParticle(High-energy)Physics-relatedprojects","description":"CERN-HSF(High-EnergyPhysicsSoftwareFoundation)istheumbrellaorganizationforhigh-energyphysics-relatedprojectsinGSoC.TheHEPSoftwareFoundation(http://hepsoftwarefoundation.org/)facilitatesthecoordinationofcommoninternationaleffortsinhigh-energyphysicssoftwareandcomputing.\n\nCERN(EuropeanOrganizationforNuclearResearch,http://www.cern.ch)hasparticipatedinGSoCsince2011astheCERN-SFTgroup,whichprovidescommonsoftwareforCERN'sexperiments.In2017,theprogramexpandedtoincludemanysoftwareprojectsfromthe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bothbasedonTensorflow,wecanactuallyreferbothofthearchitectureswhendesigningourownnetwork.Inthisproject,wecanuseTHCHS-30,ChinesenewsfromtwoCCTVchannels,twoHunanregionalchannels,andoneChangshalocalchanneltotrainourmodel.","sponsor":{"@type":"Organization","name":"RedHenLab","disambiguatingDescription":"ResearchonMultimodalCommunication","description":"RedHenLabisadistributedconsortiumofresearchersinmultimodalcommunication,withparticipantsallovertheworld.Weareseniorprofessorsatmajorresearchuniversities,seniordevelopersintechnologycorporations,andalsojuniorprofessors,postdoctoralstudents,graduatestudents,undergraduatestudents,andevenafewadvancedhighschoolstudents.RedHendevelopscodeinNaturalLanguageProcessing,audioparsing,computervision,andjointmultimodalanalysis.\n\nRedHen'smultimodalcommunicationresearchinvolveslocating,identifying,andcharacterizingauditoryandvisualelementsinvideosandpictures.Wemayprovideannotatedclipsorimagesandpresentthechallengeofdevelopingthemachinelearningtoolstofindadditionalinstancesinamuchlargerdataset.Someexamplesaregestures,eyemovements,andtoneofvoice.Wefavorprojectsthatcombinemorethanonemodality,buthaveaclearcommunicativefunction--anexamplewouldbefloor-holdingtechniques.Onceafeaturehasbeensuccessfullyidentifiedinourfulldatasetofseveralhundredthousandhoursofnewsvideos,cognitivelinguists,communicationscholars,andpoliticalscientistscanusethisinformationtostudyhigher-levelphenomenainlanguage,culture,andpoliticsanddevelopabetterunderstandingofthefullspectrumofhumancommunication.Ourdatasetisrecordedinalargenumberoflanguages,givingRedHenaglobalperspective.\n\nForGSoC2018,weinviteproposalsfromstudentsforcomponentsforaunifiedmultimodalprocessingpipeline,whoseaimistoextractinformationfromtext,audio,andvideo,andtodevelopintegrativecross-modalfeaturedetectiontasks.RedHenLabisdirectedjointlybyFrancisSteen(UCLA)andMarkTurner(CaseWesternReserveUniversity).","url":"http://redhenlab.org","logo":"//lh3.googleusercontent.com/vlmM_3zq2IInjm-ehx2_t3xFaYNAi9Fn7CnAkazxQvvrovmQqqgBiiwXJoKrcXO2fAxJZ87rZkSM6Gbws6gqNf9ax7-cHQM"},"author":{"@type":"Person","name":"CynthiaHsu"}},"441":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImplementRESTfulAPIandwebuiinterfaceinNemo","description":"ApacheNemo(incubating)isadataprocessingsystemthatsupportsvariousdeploymentcharacteristics,byeasilycustomizingtranslationofadataflowprogramintoaphysicalexecutionplan.SupportingRESTfulAPIandwebinterfacecanhelpApacheNemoto:\n*Provideeasywaytoinspectcompilerpassesandruntimemodulesfordevelopers.\n*ProvideintuitivewaytointrospectthebehaviourofNemostackandtomakereasonabledecisionontheirconfigurationforapplicationwritersandclusteroperators.","sponsor":{"@type":"Organization","name":"ApacheSoftwareFoundation","disambiguatingDescription":"Providingopensourcesoftwaretothepublicfreeofcharge","description":"TheFoundationprovidesanestablishedframeworkforintellectualpropertyandfinancialcontributionsthatsimultaneouslylimitscontributorspotentiallegalexposure.Throughacollaborativeandmeritocraticdevelopmentprocess,Apacheprojectsdeliverenterprise-grade,freelyavailablesoftwareproductsthatattractlargecommunitiesofusers.ThepragmaticApacheLicensemakesiteasyforallusers,commercialandindividual,todeployApacheproducts.","url":"https://apache.org","logo":"//lh3.googleusercontent.com/Ts05O7XpiUbt2I8JQlpAp2lVKVTRp-dsfu0FH9-FJouJud6XN6jSlkdnoBfiTE31BnIl8j75CXTF2RLgvhdPQC6s5COZFmDH"},"author":{"@type":"Person","name":"JaeHyeonPark"}},"442":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"FabBits","description":"FabBitsisbeastandalonecross-platformsoftwarecapableoffindingcertaininterestingbitsfrommovies/shows,soccer,andbasketball.Followingarethethingsitwillbeabletodetect-\n1.Actionsequencesinmovies/shows\n2.Differentsettingsinmovies/shows\n3.Actor-specificscenesinmovies/shows\n4.Jokesinsitcoms\n5.Slo-mosinSports\n6.GoalsinSoccer\n7.GoalmissesinSoccer\n8.ThreepointersinBasketball","sponsor":{"@type":"Organization","name":"CCExtractorDevelopment","disambiguatingDescription":"Experimentingwithvideosoftwareandhardware,subtitles,imaging,cloud...","description":"CCExtractorisoriginallyanorganizationaboutsubtitlesandaccessibility(our\"official\"descriptionbelow).However,we'redoinglotsofotherthingsthatarerelated,includingtinkeringwithopenvideohardware(JokerTV),imaging(OCR),andmore.Sowehaveprojectsthatcoverarangeofinterests,despiteourcoretoolbeingthemostamazingsubtitleextractor.\n\nAndnow,theofficialdescription:Whetherit'sbecauseyouarelearninganewlanguage,havehearingproblemsorjustataloudplace,subtitlesareanessentialpartofenjoyingTVandmoviesforaalotofpeople.There'splentyoftoolstomanageaudio/video,butwhenitcomestosubtitles,thefewtoolsthatexistareclosedsourceandextremelyexpensive.CCExtractoristheonetoolthatisfree,portable,opensourceandcommunitymanagedthatcantakearecordingfromaTVshowandgenerateanexternalsubtitlefileforit.Ifyouregularlywatchcontentwithsubtitlesyoudownloadfromfansites-youshouldknowthatthesourcefileismostlikelygenerat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ProgrammingLanguagesandIDE](https://projects.eclipse.org/technology-type/language),and[Runtimes](https://projects.eclipse.org/technology-type/runtime)likeJettyand[EE4J](http://www.eclipse.org/ee4j)(currentlyknownasJavaEE).\n\nForthosestudentsinterestedinresearch,wehaveanentireworkinggroupfocusedon[Science](https://projects.eclipse.org/projects/science)whereresearchesfromsomeoftheworld'smostprestigiouslabsdoopensourcedevelopmenttosupporttheirresearchareas.\n\nYou'veprobablyheardaboutourmarket-leadingsoftwaredevelopmenttools;wehavethat,andsomuchmore...","url":"http://www.eclipse.org","logo":"//lh3.googleusercontent.com/TvFZZMkWXft8C--rM1IjKgFYgvny2Zdy8q-bQS0-uZGgGNnclU7J0EjOoDUYyXRHpphNRFA8E24xGbt6w6SFkqF-bQnBjCU"},"author":{"@type":"Person","name":"Tony"}},"526":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"UsabilityHero","description":"TheaimoftheprojectistoimprovetheusabilityaspectofTEAMMATES.Inparticular,tweaktheUIstopreventregularusersbeingoverwhelmedwithadvancefeatures.Also,improvetheavailabilityandaccuracyofuserhelp.ThisincludesgoalssuchasimprovingusabilityofUI,providingcontext-specifichelp,improvinguserguide,reducingbrittlenessofdocumentationtonameafew.","sponsor":{"@type":"Organization","name":"TEAMMATES@NationalUniversityofSingapore","disambiguatingDescription":"Anonlinefeedbackmanagementsystemforeducation","description":"TEAMMATESisanawardwinningonlinefeedbackmanagementsystemforeducation,usedbyover200kusers.ItisafreeJavaEESaaSapplicationthatrunsontheGoogleAppEngine.TEAMMATESwonthegrandprizeattheOSSWorldChallenge2014andtookpartinGSoCs2014-17asamentoringorganization.\n\nOneofthemainaimsofTEAMMATES(theproject)istotrainstudentsincontributingtonon-trivialOSSproductionssystem.TEAMMATEShasreceivedcontributionsof300+studentdevelopersandhavedonemorethan200releasesoverasixyearperiod.\n\nBecauseTEAMMATES(theproduct)isasoftwareforstudentsbystudents,studentscanrelatetotheproblemdomainbetter.Thescaleofthesystemisbigenough(~125KLoC)withoutbeingoverwhelminglybig.\n\nThe[TEAMMATESproject](https://github.com/TEAMMATES/teammates)isbasedintheSchoolofComputing,NationalUniversityofSingapore.Productwebsite:[http://teammatesv4.appspot.com/](http://teammatesv4.appspot.com/)","url":"https://github.com/teammates/teammates","logo":"//lh3.googleusercontent.com/pz4Ocy5Fecbn-NxUtEcmoTho3TbUpKOD1DergUMEZSUNq7NHevuRcB0hkiDEbnmfZCrmJ7C4_3gKfEJpwK75h5zlc2DYa74"},"author":{"@type":"Person","name":"MuditGupta"}},"527":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Automatedauthenticationdetectionandconfiguration","description":"TheOWASPZedAttackProxy(ZAP)isoneoftheworld\u2019smostpopularandbestmaintainedfreesecuritytool.Ithasextensivesupportforbothautomatedandmanualpen-testingofwebapplications.Onesuchsupportisautomaticreauthenticationwhentheapplicationterminatesthesessionbeingusedfortesting,eitherdefensivelyorforotherreasonssothatsubsequentrequestsareineffectiveuntilthesessionisrestored.Withthecurrentimplementation,ausermustmanuallyconfigureZAPtohandleauthentication.Thisistime-consuminganderror-prone.ThisprojecttargetstoallowZAPtohelpdetectloginandregistrationpagesandprovidemoreassistancewhenconfiguringauthentication,ideallybeingabletocompletelyautomatethetaskforasmanysortsofwebappsaspossible.\n\nExpectedResults:\n\u2022Automaticdetectionofloginandregistrationpages.\n\u2022Awizardtowalkusersthroughtheprocessofsettingupauthentication,withasmuchassistanceaspossible.\n\u2022Anoptiontocompletelyautomatetheauthenticationprocess,forasmanyauthenticationmechanismsaspossible.","sponsor":{"@type":"Organization","name":"OWASPFoundation","disambiguatingDescription":"OWASP,TheOpenWebApplicationSecurityProject.","description":"TheOWASPFoundationcameonlineonDecember1st2001itwasestablishedasanot-for-profitcharitableorganizationintheUnitedStatesonApril21,2004toensuretheongoingavailabilityandsupportforourworkatOWASP.OWASPisaninternationalorganizationandtheOWASPFoundationsupportsOWASPeffortsaroundtheworld.OWASPisanopencommunitydedicatedtoenablingorganizationstoconceive,develop,acquire,operate,andmaintainapplicationsthatcanbetrusted.AlloftheOWASPtools,documents,forums,andchaptersarefreeandopentoanyoneinterestedinimprovingapplicationsecurity.Weadvocateapproachingapplicationsecurityasapeople,process,andtechnologyproblembecausethemosteffectiveapproachestoapplicationsecurityincludeimprovementsinalloftheseareas.Wecanbefoundatwww.owasp.org.\n\n\nOWASPisanewkindoforganization.Ourfreedomfromcommercialpressuresallowsustoprovideunbiased,practical,cost-effectiveinformationaboutapplicationsecurity.OWASPisnotaffiliatedwithanytechnologycompany,althoughwesupporttheinformeduseofcommercialsecuritytechnology.Similartomanyopen-sourcesoftwareprojects,OWASPproducesmanytypesofmaterialsinacollaborativeandopenway.TheOWASPFoundationisanot-for-profitentitythatensurestheproject'slong-termsuccess","url":"https://www.owasp.org/index.php/Main_Page","logo":"//lh3.googleusercontent.com/P7KtwG37uUNdfdMX-zmU1WQZ-mgcRs--_TP8k1yvwMaMrCEuYfiD1uAx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"}},"533":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"GoogleSummerofCode2018:Livehistogram,waveform,vectorscope","description":"TheAXIOMBetafeaturesasmallprogramcalledcmv_hist3thatcalculatesrawhistogramvaluefromcurrentimageinrealtimeprocessingpipeline.Thetaskistoimprovethistoolwithanewfeature(cropimageandextracthistogramfromthatselection).\nNextstepistocreatetoolforwaveformandvectorscope.Waveformtoolwillbeusedtodisplaybrightnessorluminanceofanimage.Whilevectorscopetoolwillbeusefulforcolorinformation.","sponsor":{"@type":"Organization","name":"ApertusAssociation","disambiguatingDescription":"OpenTechnologyforProfessionalFilmProduction","description":"Thegoaloftheawardwinningapertus\u00b0projectistocreatefreeandopentechnologyfortodaysprofessionalcinemaandfilmproductionlandscapeandmakeallthegeneratedknowledgefreelyavailable.ItallstartedwithcreatinganopenmodularcamerasystemconsistingofseveralhardwareandsoftwarepartsusingElphelhardware.NowwiththeeffortstobuildtheveryfirstopendigitalcinemacameraAXIOMfromscratchtheapertus\u00b0projecthasevolvedtothenextlevel:intoaplatformforfilm-makers,creativeindustryprofessionals,artistsandenthusiasts.apertus\u00b0ismorethanjustasoftware/hardwarecollection,it'saknowledgelibrary,anecosystemofpeoplesupportingeachotherandadvocatingfreedom.","url":"http://www.apertus.org","logo":"//lh3.googleusercontent.com/3gCWWIug95-3Lllj05wOGualpzNxzK0i0PTQPDa0TWx68ajGLShKzYa9CiOdL4KsOm5vg55WQ_CapSxYITthcG1ywjCNQFM"},"author":{"@type":"Person","name":"ItiShree"}},"534":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"IterativeHardthresholdingforGeneticAnalysis","description":"Recentadvancesinmolecularbiotechnologiesdemandfastandinnovativealgorithmstoanalyze\nthemeffectively.Onepromisingproximal-typealgorithmisiterativehardthresholding(IHT).Itis\nespeciallywellsuitedtotheanalysisofmodernhigh-dimensionaldatasetscommoningenomics,\nandwasrecentlyimplementedinJuliaasIHT.jlforbothnumericandgenomicdata.Comparedto\nrelatedpackages,thecurrentIHTimplementationexcelsinaspectssuchasmemorymanagement\nandmodelselection,butlacksimportantanalysisfeaturessuchasgroupselectionrelevantto\ngenomicanalysis.Hence,IHT.jlisripeforimprovement.","sponsor":{"@type":"Organization","name":"NumFOCUS","disambiguatingDescription":"OpenCode=BetterScience","description":"NumFOCUSsupportsandpromotesworld-class,innovative,opensourcescientificsoftware.Mostindividualprojects,eventhewildlysuccessfulones,findtheoverheadofanon-profittobetoolargefortheircommunitytobear.NumFOCUSprovidesacriticalserviceasanumbrellaorganizationforthisprojects.\r\n\r\nThefollowingprojectswillbeparticipatingundertheNumFOCUSumbrella:\r\n\r\n-[Cantera](http://cantera.org/)-Canteraisalibrarytosolveproblemsinvolvingthermodynamics,chemicalkinetics,andtransport.\r\n-[conda-forge](https://conda-forge.org)-Acommunityledcollectionofrecipes,buildinfrastructureanddistributionsforthecondapackagemanager.\r\n-[DataRetriever](http://www.data-retriever.org)-TheDataRetrieverisapackagemanagerfordata.\r\n-[FEniCSProject](https://fenicsproject.org)-FEniCSisanautomatedfiniteelementlibraryusedtosolveequationsusedinmodeling,featuringadomain-specificlanguageandautomatedcodegeneration.\r\n-[Gensim](https://github.com/RaRe-Technologies/gensim)-\"TopicModellingforHumans.\"Gensimisanopen-sourcePythonlibraryfortopicmodelling,documentindexingandsimilarityretrievalwithlargecorpora.\r\n-[Julia](https://julialang.org)-Juliaisahigh-level,high-performancedynamicprogramminglanguagefornumericalcomputing.Itprovidesasophisticatedcompiler,distributedparallelexecution,numericalaccuracy,andanextensivemathematicalfunctionlibrary.\r\n-[MDAnalysis](https://www.mdanalysis.org)-MDAnalysisisaPythonlibrarytoanalyzetrajectoriesfrommoleculardynamics(MD)simulations.\r\n-[PyMC3](http://docs.pymc.io)-PyMC3isapythonmoduleforBayesianstatisticalmodelingandmodelfittingwhichfocusesonadvancedMarkovchainMonteCarloandvariationalfittingalgorithms.\r\n-[Stan](http://mc-stan.org)-Stanisaprobabilisticprogramminglanguagefordataanalysis,enablingautomaticinferenceforalargeclassofstatisticalmodels.\r\n-[Shogun](http://shogun.ml)-Shogunisandopen-sourcemachinelearninglibrarythatoffersawiderangeofefficientandunifiedmachinelearningmethods.\r\n-[yt](http://yt-project.org)-ytisacommunity-developedanalysisandvisualizationtoolkitforexaminingdatasetsinavarietyofscientificdisciplines.\r\n\r\nVisitour[page](https://github.com/numfocus/gsoc)formoreinformation.","url":"https://www.numfocus.org","logo":"//lh3.googleusercontent.com/HVjtQ2I4zfHth4wsGMFWynoFYktTBGviap7IKNbbXqj_jUjs0xBKayi8mvVv4gYe3g3wstalV3dG2UdmWSbYMOA0uG84uPw"},"author":{"@type":"Person","name":"BenjaminChu"}},"535":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImprovePosteriorErrorProbabilityEstimationForPeptideSearchEngineResults","description":"OpenMSisanopen-sourcesoftwareC++libraryformassspectrometry(MS)datamanagementandanalyses.Acommontaskinproteomicsistoidentifyandquantifyproteinsincomplexbiologicalmixt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nsourcereferenceimplementationsofMatrix-compatibleServers,Clients,ClientSDKsandApplicationServicestohelpyoucreatenewcommunicationsolutionsorextendthecapabilitiesandreachofexistingones.\n\n###WhatisMatrix\u2019sMission?\nMatrix\u2019sinitialgoalistofixtheproblemoffragmentedIPcommunications:lettingusersmessageandcalleachotherwithouthavingtocarewhatapptheotheruserison-makingitaseasyassendinganemail.\n\nThelongertermgoalisforMatrixtoactasagenericHTTPmessaginganddatasynchronisationsystemforthewholeweb-allowingpeople,servicesanddevicestoeasilycommunicatewitheachothersecurely,andempoweringuserstoownandcontroltheirdataandselecttheservicesandvendorstheywanttouse.\n\n###Whatdoesthismeanforusers?\nTheaimistoprovideananalogousecosystemtoemail-onewhereyoucancommunicatewithprettymuchanyone,withoutcaringwhatapporservertheyareusing,usingwhicheverapp&serveryouchosetouse,anduseaneutralidentitysystemlikeane-mailaddressorphonenumbertodiscoverpeopletotalkto.\n\n###HowisMatrixcurrentlybeingused?\n[Lotsofdifferentclients](https://matrix.org/docs/projects/try-matrix-now.html)havealreadybeenwrittenbythecommunity,aswellasseveralbridgestoexistingservices(IRC,Slack,libpurpleetc).Infact,auservisiting#matrixonfreenodemightbecommunicatingwithGitterorSlackusersviaMatrix-withoutevenrealisingit!\n\nRecentworkonMatrixincludes[E2Eencryption](https://matrix.org/blog/2016/11/21/matrixs-olm-end-to-end-encryption-security-assessment-released-and-implemented-cross-platform-on-riot-at-last/)(seeFOSDEM2017talksbelow),[embeddablewidgets](https://matrix.org/blog/2017/08/23/introducing-matrix-widgets/),[Communities](https://medium.com/@RiotChat/communities-aka-groups-are-here-announcing-riot-web-0-13-riot-ios-0-6-and-riot-android-0-7-4-933cb193a28e)and[Dendrite](https://github.com/matrix-org/dendrite)!\n\n*[EncryptingMatrix](https://fosdem.org/2017/schedule/event/encrypting_matrix/)\n*[Thefutureofdecentralisedcommunication](https://fosdem.org/2017/schedule/event/matrix_future/)","url":"https://matrix.org","logo":"//lh3.googleusercontent.com/lj4cCPcRF75WxmtxvnsuTVQ9DqfoGWVHiUuVgV_RIQ11qa4xywfxjEjHxNimWmRkdWYp6HI-CG-kDXcvunZ5ARgRHP1xgg"},"author":{"@type":"Person","name":"Zil0"}},"538":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"AddContinuousScanandThoroughProductAdditionusingOCRinNativeAndroidApplication","description":"ThisprojectaimstointroduceacontinuousscanfeatureintheOpenFoodFactsnativeandroidapplication.Thiswillmaketheprocessofscanningbarcodesmuchmorepowerfulandwillbeverymuchefficientintermsoftime,evenmorethanthecurrent\u201cPowerModeScan\u201d.Justhoveroverabarcodeandthekeyinformationwillbedisplayed,moveontootherbarcodeandfindit\u2019skeyinformationonthescreen.Noneedtotouchthescreenwhenscanningdifferentbarcodesjusthoveroverthemonebyoneandseetheresults.Thisprojectalsoaimstoaddthecompleteinformationabouttheproductduringitsadditionincludingitsnutritionalfacts,ingredientsetc.AddingtheingredientswillbemadeconvenientusingOpticalCharacterRecognition(OCR)thussavingtime.TheoverallUIofthescanningpartwillberevampedtogiveanimmersivedesign.","sponsor":{"@type":"Organization","name":"OpenFoodFacts","disambiguatingDescription":"Acollaborative,freeandopendatabaseoffoodandcosmeticproducts.","description":"##Afoodandcosmeticproductdatabase##\n\nOpenFoodFactsisadatabaseoffoodandcosmeticproductswithingredients,allergens,nutritionfactsandalltheatawecanfindonproductlabels.\n\n##Madebyeveryone##\n\nOpenFoodFactsisanon-profitassociationofvolunteers.\nSince2012,7000+contributorshaveadded400000+productsfrom180countriesusingtheAndroid,iPhoneorWindowsPhoneappsortheircamerastoscanbarcodesanduploadpicturesofproductsandtheirlabels.\n\n##Foreveryone##\n\nDataaboutfoodandcosmeticsisofpublicinterestandhastobeopen.ThecompletedatabaseispublishedasopendataundertheOpenDatabaseLicence(ODbL)andcanbereusedbyanyoneandforanyuse.Therearemorethan100re-usesofthedatainmanydifferentways:manynutritionappstoeatbetter,foodinventoryappstopreventwaste,researchbyhealthandnutritionscientists,investigationsbyjournalists,educativegamesetc.\n\n##Makebetterfoodchoices##\nFoodadditives,allergens,packagingcodes:OpenFoodFactshelpsyoumakesenseofthefineprintonproductslabels.Also,youcaneasilycompareproductsin3-clicks,sothatyoucanmakemoreinformedchoices.","url":"https://world.openfoodfacts.org","logo":"//lh3.googleusercontent.com/6MrBcZgWkiSDtFG4ZD4mOzIiveiFdLKctK69qecbBPGBEhU1QtZuJyjDlNtYcOgy7IxBt_9_dHlx-Zmsd75wwLxY2YNGdmM"},"author":{"@type":"Person","name":"HuzaifaIftikhar"}},"539":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"iDEditor:Supportforvectortiledata","description":"iDcurrentlyusespubliclyavailablereferencedatawheneditingOpenStreetMap.Thisdataisoftenintheformofrastertiles(aerialimagerypublishedasbitmap,gif,jpeg).\nThisprojectaimstoprovidesupportforvectortileddata.Vectortilesareapopularopenstandardtodelivermapgeometryandmetadata,informofpre-definedroughly-squareshaped\"tiles\",toabrowserorotherclientapplication.","sponsor":{"@type":"Organization","name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oSharewebUIAPIberecreated/refactoredtoproperlyconvertC++objectstoJSON,increasingthemaintainabilityandsupportabilityoftheAPI.Thefront-endwillberedesignedtosupporttheback-endchangesandhaveimprovedCSSstyling.\n\nInaddition,thewebUIwillbeauditedforsecurityissuesandhavecertainknownissuesaddressed.(Iwouldlistthesehere,butwillnotforconfidentiality).Ifthereismoretime,morefeatureswillbeaddedtothewebUI,suchasforumsupport.","sponsor":{"@type":"Organization","name":"freifunk","disambiguatingDescription":"Freifunkisanon-commercialinitiativeforfreeandopenwirelessnetworks.","description":"Moreandmorepeoplearesingle-handedlyinstallingandmaintainingfreenetworks.EveryuserinthefreewirelessnetworkprovideshisorherwirelessLANrouterfordatatransfertootherparticipants.Inreturn,heorshecanalsotransmitdata,suchastext,musicandmoviesthroughafreeinternalnetworkoruseservicessetupbyparticipantstochat,callorplayonlinegames.Weusemeshnetworks.\n\nUmbrellaOrganisation\n-----\n\nWeactasumbrellaorganisationforotherwirelesscommunitieslike[Ninux](http://ninux.org),[qaul.net](http://qaul.net),[Guifi.net](http://guifi.net)or[WLANSlovenija](https://wlan-si.net/)andcommunitesdevelopingsoftwareweextensivlyuselike[OpenWRT](https://openwrt.org/),[OLSR](http://www.olsr.org/mediawiki/index.php/Main_Page),[BATMAN](https://www.open-mesh.org/projects/open-mesh/wiki),[libremesh](http://libremesh.org/)or[retroshare](http://retroshare.sourceforge.net/).\n\nLocalcommunitiesprovidesoftwareadaptedtotheirownneedsontheirwebsites.Therearemoreandmorefreewirelessgroupsthatmeetregularlyaccessinvillagesandcities.\n\nHardwareandSoftware\n----\n\nMostdevicesinournetworksareroutersforhomeuse.TheyshouldrunwithLEDE.Inourlocalcommunitiestherearealotofdifferentapproachesfordifferentroutingprotocols,monitoringsystemsandmapsolutions.LEDEasOSforroutersandOLSR,BATMANandBabelasroutingdaemonsareonlyafewexamplesofsoftwaredevelopedtogetherwithfreifunk.\nYoucanfindagreatvarietyoftopicswhereyoucangoonwithwirelesscommunities.We'relookingforpeopleworkingonnewhardwaredrivers,improvingroutingprotocols,developingnetworkmonitoringtoolsanduserinterfacetopicsonthewebinterfaces,helpinguswithnewfeaturesandtoolstoorganizedecentralizedcommunities.\n\nCommonfreifunkgoals\n----\n\n*Educatingandcreatingawarenessonthesubjectofcommunicationandfreedomofinformation\n*Reducingthedigitaldivide\n*Unhindereddistributionofknowledgeandresources\n*Empoweringpeopletobuildandoperatetheirownnetworks\n*Promoteandsupportexistingandnewsocialstructures\n\nAswearedecentralizedtherearesomechallenges,e.g.togetandshowinformationaboutcommunities,workingtogetherwithallthosecommunties.","url":"https://freifunk.net","logo":"//lh3.googleusercontent.com/F_FWRzu838WIU-EDb-Teq9Y7OxaJSmqqIsl_aWHUQba98QrinymiU6iwPJYKSYcw5ghNPwVN6Ln3jsukc5Cam4gizRflkw"},"author":{"@type":"Person","name":"KevinFroman"}},"644":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImproveandCreateSUSIbots","description":"ThereareanumberofSUSIAIbots.ManyofthemareintheirbasicversionandarenothavingfullfeaturesofSUSI.SomehaveoutdatedAPIsandarethereforenotworkingproperly.Theydon\u2019tmeettheuserrequirementsandthereforearenotbeingusedbypeople.Also,theprocessofinstallingthesebotsaregenerallydifficulttofindaswellastoimplement.Somebotsarenothavingappealinginterfaceandarehavingincorrectdocumentation.Newfeaturessuchasgames,todolists,reminders,andplatformspecificfunctionssuchassubscribingtoaparticularchannel,canbeaddedtothebotstomakethemmoreuseful.ThisprojectaimsatmakingsignificantimprovementsinSUSIAIbotssuchassusi_slackbot,susi_gitterbot,susizulipbot,susi_telegrambot,andotherstoo,andmakethemreadytouseinproduction.","sponsor":{"@type":"Organization","name":"FOSSASIA","disambiguatingDescription":"ImprovePeople'sLives","description":"FOSSASIAdevelopsOpenSourcesoftwareandhardwareforconversationalAIs,scienceandeventmanagementwithaglobaldevelopercommunityfromitsbaseinAsia.TheorganizationalsoorganizesOpenTechnologyevents,runscodingprogramsandtheCodeheatdevelopmentcontest.TheannualFOSSASIASummitisthepremierOpenTechnologyeventinAsiafordevelopers,contributors,start-ups,andtechnologycompanies.FOSSASIAwasfoundedin2009.","url":"https://fossasia.org","logo":"//lh3.googleusercontent.com/hYP83k9BWNrIyPa0eE-DYgzk0sWBOPa__03xGMUUQM6mj3N2w9zXDnNdOEFJ4SvX56U1LqXRiPga7nU20A_NBxcusVkghzs"},"author":{"@type":"Person","name":"HarshitKedia"}},"645":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"CodeQuality","description":"TheaimofthisprojectistoimprovethecodequalityofScilabwiththehelpofvariousStaticAnalysisToolslikeScanCoverity(JavaandC/C++),Cppcheck,Valgrind(DynamicAnalysistool)andClang-Tidy(lastthreeforC/C++)byfixingJava,JNIandC/C++relatederrors.","sponsor":{"@type":"Organization","name":"Scilab","disambiguatingDescription":"Cross-platformnumericalcomputationalpackageandprogramminglanguage.","description":"##WhatisScilab?\n\nScilabisfreeandopensourcesoftwarefornumericalcomputationprovidingapowerfulcomputingenvironmentforengineeringandscientificapplica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tureanddistributionsforthecondapackagemanager.\r\n-[DataRetriever](http://www.data-retriever.org)-TheDataRetrieverisapackagemanagerfordata.\r\n-[FEniCSProject](https://fenicsproject.org)-FEniCSisanautomatedfiniteelementlibraryusedtosolveequationsusedinmodeling,featuringadomain-specificlanguageandautomatedcodegeneration.\r\n-[Gensim](https://github.com/RaRe-Technologies/gensim)-\"TopicModellingforHumans.\"Gensimisanopen-sourcePythonlibraryfortopicmodelling,documentindexingandsimilarityretrievalwithlargecorpora.\r\n-[Julia](https://julialang.org)-Juliaisahigh-level,high-performancedynamicprogramminglanguagefornumericalcomputing.Itprovidesasophisticatedcompiler,distributedparallelexecution,numericalaccuracy,andanextensivemathematicalfunctionlibrary.\r\n-[MDAnalysis](https://www.mdanalysis.org)-MDAnalysisisaPythonlibrarytoanalyzetrajectoriesfrommoleculardynamics(MD)simulations.\r\n-[PyMC3](http://docs.pymc.io)-PyMC3isapythonmoduleforBayesianstatisticalmodelingandmodelfittingwhichfocusesonadvancedMarkovchainMonteCarloandvariationalfittingalgorithms.\r\n-[Stan](http://mc-stan.org)-Stanisaprobabilisticprogramminglanguagefordataanalysis,enablingautomaticinferenceforalargeclassofstatisticalmodels.\r\n-[Shogun](http://shogun.ml)-Shogunisandopen-sourcemachinelearninglibrarythatoffersawiderangeofefficientandunifiedmachinelearningmethods.\r\n-[yt](http://yt-project.org)-ytisacommunity-developedanalysisandvisualizationtoolkitforexaminingdatasetsinavarietyofscientificdisciplines.\r\n\r\nVisitour[page](https://github.com/numfocus/gsoc)formoreinformation.","url":"https://www.numfocus.org","logo":"//lh3.googleusercontent.com/HVjtQ2I4zfHth4wsGMFWynoFYktTBGviap7IKNbbXqj_jUjs0xBKayi8mvVv4gYe3g3wstalV3dG2UdmWSbYMOA0uG84uPw"},"author":{"@type":"Person","name":"XingjianGuo"}},"648":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"OptimizemultithreadinginKrita'sTileManager","description":"ThisprojectisaboutimprovingKritaoveralperfomancebyintroducinglock-freehashtableforstoringtilesandimprovinglocksdescribedinproposal.","sponsor":{"@type":"Organization","name":"KDECommunity","disambiguatingDescription":"ExperienceFreedom!","description":"KDEisaninternationalteamco-operatingondevelopmentanddistributionofFree,OpenSourceSoftwarefordesktopandportablecomputing.Ourcommunityhasdevelopedawidevarietyofapplicationsforcommunication,work,educationandentertainment.Wehaveastrongfocusonfindinginnovativesolutionstooldandnewproblems,creatingavibrant,openatmosphereforexperimentation.","url":"https://www.kde.org","logo":"//lh3.googleusercontent.com/Z1KwbzHB5NIYGB7etJNq9LMmQYyf_Xbl9MmEo96Vh-JkIfdJQDSoQyeBSF3sH9cMQ7cCBLURca9rgV76cFCmh1ashgZrRfw"},"author":{"@type":"Person","name":"AndreyKamakin"}},"649":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Integrateappasmicroserviceandimplementtheinteractionandsharingfeatures","description":"Theaimistoenablemultipleweb-appsgenerationsbyimplementing**queuedatastructure**fortheseriesofrequeststriggeredbyusersfromtheopen-eventplatform.Thiswouldpreventlossofrequestsfromtheuserandenablethecreationofeventforeveryrequestandprovideaweb-servicefordirectgenerationofeventsitesfromtheorga-server(eventyay).Inthepresentimplementation,wehavetransformedwebsitesgeneratedthroughopen-event-webapptobe**ProgressiveWebApp(PWA)**,duetowhichserviceworkersarealreadyenabled.Thereforewecannowmovetofurtherenhancementlikepush-notificationsofbookmarkedeventsbyanyuser,alsoweneedtoimprovetheuserinterfaceforthe**darktheme**enabledrecentlytoproject.Thepresenttestingsuiterequiressomemoretestsforthefunctionalitieslikedirectlinkingoftracksandroomssotheaimistowrite**mochaunittests**withseleniumwebdriverfortherecentlyaddedfeaturesandtheproposedones.Thetravisbuildfortheseleniumtestsrunforaround20minutes,whichisquitelargesotheaimisto**parallelizethebuild**sothatmultiplebuildscanbeperformedatthesametimeandruntimecanbedecreasedsignificantly.","sponsor":{"@type":"Organization","name":"FOSSASIA","disambiguatingDescription":"ImprovePeople'sLives","description":"FOSSASIAdevelopsOpenSourcesoftwareandhardwareforconversationalAIs,scienceandeventmanagementwithaglobaldevelopercommunityfromitsbaseinAsia.TheorganizationalsoorganizesOpenTechnologyevents,runscodingprogramsandtheCodeheatdevelopmentcontest.TheannualFOSSASIASummitisthepremierOpenTechnologyeventinAsiafordevelopers,contributors,start-ups,andtechnologycompanies.FOSSASIAwasfoundedin2009.","url":"https://fossasia.org","logo":"//lh3.googleusercontent.com/hYP83k9BWNrIyPa0eE-DYgzk0sWBOPa__03xGMUUQM6mj3N2w9zXDnNdOEFJ4SvX56U1LqXRiPga7nU20A_NBxcusVkghzs"},"author":{"@type":"Person","name":"AyushGupta"}},"650":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Enhancingthe2DArrangementDemo(1)","description":"Therearetwopartstothisproject.Thefirstistoadddocumentationtothealreadyexistingdemosothatitiseasilyunderstandableandalsotofixanybugsthatmaypopup.Thesecondthingistoenhancesupporttothealgebraicandbeziercurvesalongwiththeirdocumentation.","sponsor":{"@ty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AutomatedThemeGeneratorTool","description":"Currentlytherearepre-generatedthemesthatcanbemanuallyinstalledandused.Theideaistocreateatoolthatautomatesandmakeseasierthetaskofcreatingthemes.ThemescreatedfromtheThemeGeneratortoolwouldbelesspronetobugsinthelongrunandcouldcatertoeachindividualsneeds.","sponsor":{"@type":"Organization","name":"phpMyAdmin","disambiguatingDescription":"AwebinterfaceforMySQLwritteninPHP","description":"phpMyAdminisafreeandopensourcetoolwritteninPHPintendedtohandletheadministrationofMySQLwiththeuseofawebbrowser.Itcanperformvarioustaskssuchascreating,modifyingordeletingdatabases,tables,fieldsorrows;executingSQLstatements;ormanagingusersandpermissions.","url":"https://www.phpmyadmin.net","logo":"//lh3.googleusercontent.com/eMrz9DWSz4hvXSQFqfVpV3_j7OMjYrcN_G_H6Z5yRKB16YkkXJMFCvf6Grdy11NJ64oHGTQHOtx41A4cA6LSxvkDCUFDvsQ"},"author":{"@type":"Person","name":"SakshamGupta"}},"712":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"FastandFlexibleDistanceTransformsinCGAL","description":"Awidevarietyofproblemsinscientificcomputinganddataanalysisneedtocomputeaccurateshortestpathsanddistancesalongcurveddomains(e.g.,curvedsurfacesrepresentingtheboundaryofthree-dimensionalobjects).TheComputationalGeometryAlgorithmsLibrary(CGAL)isabroadly-usedopensourceframeworkforawidevarietyofproblemsingeometricdataanalysis,butcurrentlydoesnotincorporatestate-of-the-artmethodsfordistancetransforms.ThegoalofthisprojectistoimplementandintegratesuchmethodsintoCGAL,specificallyusingmethodsasdescribedinthepaper\"TheHeatMethodforDistanceComputation\"byCraneetal.","sponsor":{"@type":"Organization","name":"CGALProject","disambiguatingDescription":"C++libraryofcomputationalgeometryandgeometryprocessing","description":"CGALisasoftwarelibrarythatoffersanumberofreliablegeometricdatastructuresandalgorithms.CGALcomponentsoperatein2Dand3D,andsometimeinarbitrarydimensions.Examplesofcomponentsincludeconvexhulls,convexdecomposition,Delaunaytriangulations,Voronoidiagrams,polygonalsurfacemeshdata-structures,meshgeneration,Booleanoperations,envelopecomputations,intersectiondetection,surfacereconstruction,andsubdivisionsurfaces.\n\nCGALisusedinavarietyofapplicationdomainssuchasCAD/CAM(computeraideddesignandmodeling),GIS(geographicinformationsystems),geophysics,imageprocessing,molecularbiology,robotics,motionplanning,andgraphics.\n\nCGALiswritteninC++andrigorouslyadherestothegeneric-programmingparadigm.\n\nCGALbecameanOpenSourceprojectin2003.MostofCGALisundertheGPLv3+license,andsomecorepartsareundertheLGPLv3+.Thesemi-annualreleaseshavecurrentlyabout10,000downloads.CGALiscommerciallysupportedbythespin-offcompanyGeometryFactory.","url":"https://www.cgal.org","logo":"//lh3.googleusercontent.com/e1uDZ-a2-940fEVcmHf84gWIpVvTMClySFsHDz3I5dJZgVN6-itJL-oO_yPS_w27i5XOLsmOSRXTYgqg7TdXh7tQxfDHfH8"},"author":{"@type":"Person","name":"ChristinaVaz"}},"713":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"DevelopmentofaRCUBindingforLuatables","description":"LunatikisaprogrammingenvironmentbasedontheLualanguageforkernelscripting.Byallowingkernelscripting,ausermaycreatescriptsinLuatocustomizetheirkerneltosuittheirneeds.Moderndaykernels,suchasLinux,workonahighlyconcurrentenvironment,andthereforemustuserobustsynchronizationAPIstoensuredataconsistency,witheachAPIhavingtheirownusecases.\n\nTheRead-copy-update(RCU)isoneofthoseAPIs,madespecificallyforscenarioswheredatareadingismuchmorecommonthanwriting.RCUallowsconcurrentreaderstoaccessprotecteddatainanon-blockingwayevenduringupdatesorremovals.RCU,aswiththerestoftheLinuxKernel,iswritteninC.\n\nTheprojectideaisabindingofRCUforuseinLunatik,thusallowingsynchronizationofLuadataviaRCU.","sponsor":{"@type":"Organization","name":"LabLua","disambiguatingDescription":"ProgrammingLanguagesResearchwithemphasisontheLualanguage","description":"#TheLuaLanguage\n\nLuaisapowerful,efficient,lightweight,embeddablescriptinglanguage.Itsupportsproceduralprogramming,object-orientedprogramming,functionalprogramming,data-drivenprogramming,anddatadescription.Sinceitscreation,in1993,Luahasbeenusedinmanyindustrialapplications(e.g.,Adobe'sPhotoshopLightroom),embeddedsystems(e.g.,theGingamiddlewarefordigitalTVinBrazil)andgames(e.g.,WorldofWarcraftandAngryBirds),andiscurrentlytheleadingscriptinglanguageingames.\n\n#TheC\u00e9uLanguage\nC\u00e9uisaStructuredSynchronousReactiveProgramminglanguagethataimstoofferahigher-levelandsaferalternativetoC.Itextendsclassicalstructuredprogrammingwithtwomainfunctionalities:eventhandlingandsynchronous,deterministicconcurrency.\n\n#LabLua\nLabLuaisaresearchlaboratoryattheCatholicUniversityofRiodeJaneiro(PUC-Rio),affiliatedwithitsComputerScienceDepartment.Itisdedicatedtoresearchonprogramminglanguages,withemphasisontheLuaandC\u00e9ulanguages.LabLuawasfoundedonMay2004byProf.RobertoIerusalimschy,thechiefarchitectoftheLualanguage.\n\nLabLuaconsistsofpeoplefromawiderangeofbackgrounds,includingPhDcandidates,professorsandalumniwhoaredevelopersandmaintainersofprojectsthatareu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ndentonknowledgeexpressedintermsofnetworks,includinggene,proteinanddruginteractions,cell-cellandviral-hostcommunication,andvastsocialnetworks.Ourtechnologiesenableresearcherstoassembleandanalyzethesenetworksandtousethemtobetterunderstandbiologicalsystemsand,inparticular,howtheyfailindisease.\n\nTheNRNBmentoringorganizationincludesprojectssuchas[Cytoscape](http://cytoscape.org/),[WikiPathways](http://wikipathways.org/),[SBML](http://sbml.org/),and[cBioPortal](http://cbioportal.org/).*Thisisagreatopportunitytoworkattheintersectionofbiologyandcomputing!*Forexample,Cytoscapeisdownloaded**16,000timespermonth**byresearchers.Wetakementoringseriouslyandareproudofour[>90%successrate](http://www.nrnb.org/alumni.html#gsoc-tab)withformerstudentsandprojects.Butdon'ttakeourwordforit,readtestimonialsfrompriorNRNBstudents[students](http://www.nrnb.org/testimonials.html#student-tab)and[mentors](http://www.nrnb.org/testimonials.html#mentor-tab).\n\nFindoutmoreaboutthesoftwareprojectsbeingdevelopedincoordinationwithNRNB.Alsorefertothe[NRNBGSoCpage](http://www.nrnb.org/gsoc.html)foradditionalresourcesandapplicationtips.","url":"http://www.nrnb.org/gsoc.html","logo":"//lh3.googleusercontent.com/38WHipWSy-AqM6up-qFtWyISAXcyHXWaFnP3F22R7TFy3Jo96lzifyWycjFBadmvd5kzhLXQTHBeEkc1IQ6ecpKk29jKaA"},"author":{"@type":"Person","name":"VineethChelur"}},"813":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"EvolveDRATwebinterface","description":"ApacheDRATisanopensourceReleaseAuditTool.Whichisdistributedandparallelized(MapReduce)wrapperaroundAPACHERATTM(ReleaseAuditTool)thatgoesfarbeyondRATTMbyleveragingApacheOODTTMtodramaticallyspeeduptheprocess.CurrentlyDRAThastwoGUIs,thefirstoneproteuswhichhastheallfourcommandsavailableinCLIdrattoolandasummaryviewworkflowGUIscreen.ThesecondoneisVizwhichismostlyasummaryView.Bothtoolshaveproblemsshowingerrorsfrombackgroundprocessbecausemostofthecommandsrunasaprocesswrapper.\nTheobjectiveofthisprojectwouldbetocombinebothoftheGUIwebappsfeaturesintooneandgivemoreproductivesingleGUI.","sponsor":{"@type":"Organization","name":"ApacheSoftwareFoundation","disambiguatingDescription":"Providingopensourcesoftwaretothepublicfreeofcharge","description":"TheFoundationprovidesanestablishedframeworkforintellectualpropertyandfinancialcontributionsthatsimultaneouslylimitscontributorspotentiallegalexposure.Throughacollaborativeandmeritocraticdevelopmentprocess,Apacheprojectsdeliverenterprise-grade,freelyavailablesoftwareproductsthatattractlargecommunitiesofusers.ThepragmaticApacheLicensemakesiteasyforallusers,commercialandindividual,todeployApacheproducts.","url":"https://apache.org","logo":"//lh3.googleusercontent.com/Ts05O7XpiUbt2I8JQlpAp2lVKVTRp-dsfu0FH9-FJouJud6XN6jSlkdnoBfiTE31BnIl8j75CXTF2RLgvhdPQC6s5COZFmDH"},"author":{"@type":"Person","name":"AhmedIfhaam"}},"814":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"RotatingFacetoBottom","description":"Theprimarygoalofthisprojectwouldbetoimplementasolutiontoissue#3047.Thisissueisbasicallyaboutimplementingawayforuserstoselectafaceandchooseittobethefacethatconnectstotheplate.\n\tSpecifically,afterimplementingthisfeature,Iexpectthatauserwouldbeabletoclickaface(whichshouldbehighlightedtomakeclickingtherightfaceeasy)onanobjectandthenclickmenubuttontorotatethatfacetobottomofthemodel.Ifthereisapartoftheobjectbelowtheplateaftertherotation,itshouldeithererrororpushthemodelupuntilitisnolongerintersectingtheplate(I\u2019mnotsurewhichismoreintuitive).","sponsor":{"@type":"Organization","name":"BRL-CAD","disambiguatingDescription":"Solidmodeling,3Dprinting,comp.graphics,&othercomputer-aidedtech(CAx)!","description":"Thisistheplaceforcomputergraphics,2Dand3Dgeometry,solidmodeling,CAx(CAD/CAM/CAE/etc),visualization,andhigh-performancecomputing!\n\nBRL-CADisparticipatingasanumbrellaorganizationwithseveralotheropensourcecomputer-aidedtechnologies(CAx)including:\n\n*BRL-CADisasolidmodelingsystemfor3Dgeometry,raytracing,andgeometricanalysis.\n*LibreCADisa2Dmodelingsystemspecializinginblueprint-styledrawingsanddraftings.\n*STEPcodeisageometryfileparsergeneratorfortheCAxdataexchangeISOstandard.\n*OpenSCADisasolid3Dmodelerwitharichsyntaxforprogrammablegeometry.\n*LinuxCNCprovidescomputercontrolofmillingmachines,lathes,3dprinters,robots,andmore.\n*FreeCADprovidesparametric3DmodelingwithengineeringfunctionalitylikeFEMandCAM.\n*Slic3risa3Dmodelprocessorforgeneratingprintinginstructionsfor3Dprinters.\n\nWearepartofalargeopensourcecommunitythatmakestoolstohelpyoumakeandanalyzethings.CAxsoftwareisfundamentallydifferentfromcontentmodelingsoftwaresuchasBlender,Maya,and3DStudiousedformakingmoviesandprettypictures.CAxsoftwarelikeAutoCAD,Pro/Engineer,CATIA,andBRL-CADareforeverythingelse.Ourprimarydevelopmentfocusareasinclude:\n\n*CAD(design),\n*CAM(manufacturing),\n*CAE(engineering),\n*solidmodeling(analysis),and\n*computergraphics(visualization).","url":"https://brlcad.org","logo":"//lh3.googleusercontent.com/UdGVKYBo_c7GgYfrVGhcbejqpuw9ZembplEoqbgyvm2En1lE8Wcxka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stituteforPhotogrammetryandtheCosmicDustTeamoftheInstituteforSpaceSystemsatUniversityofStuttgart,weareworkingontherovermissionROACHcrawlingformaintenancereasonsontheouterhullofasoundingrocketwhilecoastinginnearspace,trackingcubesatsfasterthanUSNORADandsimulatingcometarydustparticlesfortheIMEXprojectoftheEuropeanSpaceAgency(ESA).\n\nWeareasmallorganizationbuthavingimpactwithinoutspacecommunityandhelpingrealizingspaceexplorationbycreativityandopenaccess.Weareopenforeverybodyinterestedinspaceforthe\nbettermentofeverybody.","url":"http://www.aerospaceresearch.net","logo":"//lh3.googleusercontent.com/rYXF5UmRdUh6kTq56KB2TnWk9nFMnrSvd3Soef9gTXYLpdmA3HSjNdRzeN05j1CP1s-MVmDXlGtQNYqv4fgj_Anoe3dfmv0"},"author":{"@type":"Person","name":"perezhz"}},"817":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImprovementstoGHC'scompilationforconditionalconstructs.","description":"WhileGHCisstateoftheartinmanyrespectscompilationofconditionalconstructshasfallenbehindprojectslikeClang/GCC.\n\nIintendtorectifythisbyworkingonthefollowingtasks:\n\n*ImplementcmovsupportforCmm\n*Usecmovtoimprovesimplebranchingcode\n*Uselookuptablesoverjumptablesforvalueselectionwhenuseful.\n*EnableexpressionofthreewaybranchingonvaluesinCmmcode.\n*Improveplacementofstackadjustmentsandchecks.","sponsor":{"@type":"Organization","name":"Haskell.org","disambiguatingDescription":"Standardized,staticallytyped,lazyfunctionalprogramminglanguage","description":"Haskellisanadvanced,general-purpose,purelyfunctionalprogramminglanguage.Ithasastrong,statictypesystemwithHindley-Milnertypeinference.\n\nThelanguagenativelysupportslazyevaluation,andfunctionsaregenerallynotallowedtohavesideeffects.Thisleadstoaconciseanddeclarativestyleofprogramming,whichdiffersquiteabitfromconventionallanguages.Bynotallowingsideeffectsanddealingwithimmutabledata,thecompilercanavoidwholeclassesofbugs.\n\nHaskellgenerallycompilestofast,nativecode,butitcanalsobecompiledtoothertargetslikeJavaScript(throughGHCJS)orLLVM.\n\nInGoogleSummerofCode,weattempttoimprovenotonlythelanguage,butthewholeecosystem.Thisincludes(asidefromthelanguageitself):\n\n-Compilers\n-Commonlyusedlibraries\n-CommonlyusedapplicationswritteninHaskell\n-Profilers,debuggersandothertools\n-Packagemanagersandinfrastructure\n\nWehavecompiledanideaslisttogetherwithlong-timeHaskellusers,compilercontributorsandresearchers,andassuchwebelievetheseareimportantprojectsfortheindustryandacademiaboth.","url":"http://haskell.org","logo":"//lh3.googleusercontent.com/R69vxlOjPB5z8Peu1_qCHLUltzlE3M9SMA_yu5sV7lopKUWXk084ZkGxCCueGDqOQDcq6Je2dK42LziUGkplG8Rj44-pW_c"},"author":{"@type":"Person","name":"AndreasKlebinger"}},"818":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ManyLightSampling","description":"Thisprojectwillimplementthefollowingpaper,\"ImportanceSamplingofManyLightswithAdaptiveTreeSplitting\"byAlejandroContyandChristopherKulla.ThismethodreducesthetimeforBlender'sin-houserendererCyclestogenerateimagesofsceneswithalargenumberoflightsourcesinthem.Thisgivesmorefreedomforthelightingartiststocreatethescenestheyimaginewithouthavingtoworryaboutperformance.","sponsor":{"@type":"Organization","name":"BlenderFoundation","disambiguatingDescription":"Webuildafreeandopensource3Dcreationsuite.","description":"Blenderisthefree/opensource3Dcreationsoftwareforeveryone,providingindividualsandsmallteamsacompletepipelinefor3Dgraphics,modeling,animationandgames.\n\nBlenderisbeingmadeby100sofactivevolunteersfromallaroundtheworld;bystudiosandindividualartists,professionalsandhobbyists,scientistsandstudents,vfxexpertsandanimators,andsoon.\n\nAllofthemareunitedbyaninteresttohaveaccesstoafullyfree/opensource3Dcreationpipeline.BlenderFoundationsupportsandfacilitatesthesegoals-evenemploysasmallstaffforthat-butfullydependsontheonlinecommunitytoachieveit.\n\nSince2005,Blenderhasorganizedadozenshortopenfilmsandagameproject,whichhelpedBlendertremendouslytogetmoreacceptedbyprofessionalsintheirdailywork.\n\nWeinvitestudentstothinkofwaystohelpuswiththisfurther.Ifyourpassioniswith3Dcoding,creativitytools,scientificsimulation,oranythingrelatedtoComputerGraphicsingeneral,feelwelcometojoinus!","url":"https://www.blender.org","logo":"//lh3.googleusercontent.com/IWB7KMeE8PzJW6LtkPurJYzoFe-XU6lc-BuVdr3umGussbvLRxInLf-HggyiPMKD54p2XNNHiM8GyVUQB6temGh_4eSz5A"},"author":{"@type":"Person","name":"ErikEnglesson"}},"819":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ComputerVisionenhancementsforRaspberryPibasedPublicLabScienceProjects","description":"TheprojectwouldprovideaseriesofmodularpythonprogramsthatcouldbeusedtosupportdifferentPublicLabimagingandspectrummeasurementtoolkits.TheprogramsenablenearrealtimeOpenCVcomputervision(CV)measurementsofimagesorspectra.TheCVmeasurementscanbeusedtoimproveinstrumentperformance(feedbackthatcontrolslightingamplitudeorcameraarrayexposuretimes)orassistcalibrationbysubtractingreferenceimages/spectra.\nGeneralobjectivesinclude:\n\u2022\tincreasingthescopeandusabilityofPubliclabS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ChuukeseintoEnglishwithpictureassociation.IthelpsteachChuukesepeopletheEnglishlanguageaswellaspreserveChuukeseinawrittenform.\n\n#Systers\n-[Mailman3](https://github.com/systers/systers.github.io/wiki/Features-for-Mailman-3#project-ideas),anemaillisttohelpgroupsshareideas,support,andcollaborateonprojects.SystersisupgradingtoMailman3andweneedcustomizedfeatures.Wehave28emaillists.\n-[PowerUp](https://github.com/systers/systers.github.io/wiki/PowerUp#project-ideas),foundedbyaSyster,isachoose-your-own-adventuregamethatisdesignedtobeinclusiveandteachesyounggirls(ages11-14)awarenessaboutreal-lifescenarios.\n-[Portal](https://github.com/systers/systers.github.io/wiki/Portal#project-ideas),asitethatbringsSystersandLocalCommunitiestogether,offeringbothin-personandonlineeventsforourglobalwomentechnologists.\n-[VolunteerManagementSystem(VMS)](https://github.com/systers/systers.github.io/wiki/Volunteer-Management-System#project-ideas),helpskeeparecordofSystersvolunteerssothatwecanutilizevolunteergrantswherecompaniesmatchthenumberofhoursanemployeevolunteers.\n\n#SystersOpenSource\n-[Infrastructure](https://github.com/systers/systers.github.io/wiki/Infrastructure-Automation),technologyadvancesdailyandwe'reslowtokeepup.Weneedupdatesonapps.\n-[GitHubPages](https://github.com/systers/systers.github.io/wiki/GitHub-Pages),wehave3pagesthatneedupdates.OurMainandCelebrationareinformationalpages.Slackpagesneedanonboardingcomponent.","url":"https://anitab.org/systers/","logo":"//lh3.googleusercontent.com/xsRxKqwjxwnPrGHWYNsJLyrq8nweMyE2CP_rdnKmLWgOkEriejLZDZ6dhZbdwBTHTnRDocRWNcWgj8g-l4x7c30d5KI5tG8"},"author":{"@type":"Person","name":"MonalShadi"}},"822":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"CompilingJuliatoWebAssembly","description":"ThisprojectwouldbringthemathematicalprowessofJuliatothewebwiththenearnativeperformanceofWebAssembly.TheexpectedoutcomeofthisprojectwouldbeincompilingnumericalkernelssuchasGCDandMatrixMultiplication,facilitatingthecompilationofBLAS-stylelibraries.Inthelongtermthisprojectcouldbeusedto:compilefullJulialibraries,withsupportforrunningtheirautomatedtests;andtheabilitytobootstrapthecompiler,whichwouldenableactualJuliacodetobeusedlocallyinthebrowser.","sponsor":{"@type":"Organization","name":"NumFOCUS","disambiguatingDescription":"OpenCode=BetterScience","description":"NumFOCUSsupportsandpromotesworld-class,innovative,opensourcescientificsoftware.Mostindividualprojects,eventhewildlysuccessfulones,findtheoverheadofanon-profittobetoolargefortheircommunitytobear.NumFOCUSprovidesacriticalserviceasanumbrellaorganizationforthisprojects.\r\n\r\nThefollowingprojectswillbeparticipatingundertheNumFOCUSumbrella:\r\n\r\n-[Cantera](http://cantera.org/)-Canteraisalibrarytosolveproblemsinvolvingthermodynamics,chemicalkinetics,andtransport.\r\n-[conda-forge](https://conda-forge.org)-Acommunityledcollectionofrecipes,buildinfrastructureanddistributionsforthecondapackagemanager.\r\n-[DataRetriever](http://www.data-retriever.org)-TheDataRetrieverisapackagemanagerfordata.\r\n-[FEniCSProject](https://fenicsproject.org)-FEniCSisanautomatedfiniteelementlibraryusedtosolveequationsusedinmodeling,featuringadomain-specificlanguageandautomatedcodegeneration.\r\n-[Gensim](https://github.com/RaRe-Technologies/gensim)-\"TopicModellingforHumans.\"Gensimisanopen-sourcePythonlibraryfortopicmodelling,documentindexingandsimilarityretrievalwithlargecorpora.\r\n-[Julia](https://julialang.org)-Juliaisahigh-level,high-performancedynamicprogramminglanguagefornumericalcomputing.Itprovidesasophisticatedcompiler,distributedparallelexecution,numericalaccuracy,andanextensivemathematicalfunctionlibrary.\r\n-[MDAnalysis](https://www.mdanalysis.org)-MDAnalysisisaPythonlibrarytoanalyzetrajectoriesfrommoleculardynamics(MD)simulations.\r\n-[PyMC3](http://docs.pymc.io)-PyMC3isapythonmoduleforBayesianstatisticalmodelingandmodelfittingwhichfocusesonadvancedMarkovchainMonteCarloandvariationalfittingalgorithms.\r\n-[Stan](http://mc-stan.org)-Stanisaprobabilisticprogramminglanguagefordataanalysis,enablingautomaticinferenceforalargeclassofstatisticalmodels.\r\n-[Shogun](http://shogun.ml)-Shogunisandopen-sourcemachinelearninglibrarythatoffersawiderangeofefficientandunifiedmachinelearningmethods.\r\n-[yt](http://yt-project.org)-ytisacommunity-developedanalysisandvisualizationtoolkitforexaminingdatasetsinavarietyofscientificdisciplines.\r\n\r\nVisitour[page](https://github.com/numfocus/gsoc)formoreinformation.","url":"https://www.numfocus.org","logo":"//lh3.googleusercontent.com/HVjtQ2I4zfHth4wsGMFWynoFYktTBGviap7IKNbbXqj_jUjs0xBKayi8mvVv4gYe3g3wstalV3dG2UdmWSbYMOA0uG84uPw"},"author":{"@type":"Person","name":"sjorn"}},"823":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"EnablingtheCheckerFrameworktohandleJDK9","description":"ThisprojectisaboutenablingthecheckerframeworktohandleJDK9.Asofnow,thecheckerframeworkrunsonlyonJDK8.SinceJDK9hasalreadybeenreleasedandJDK10isaroundthecorner,thecheckerframeworkneedstobehandlingthe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buildingandsupportinggreatsoftwaretogether.The[mission,visionandvalues](https://www.joomla.org/about-joomla/the-project/mission-vision-and-values.html\"JoomlaMissionvisionandvalues\")oftheJoomlaProjectreflectthis.\n\nTheofficialsponsoringorganisationisOpenSourceMatters(OSM),thenotforprofitorganizationthatmanagesfinancialandlegalissuesfortheJoomlaProject.Ateamofexperiencedpeopledrawnfrommanyareasoftheprojectwillmanagethe2018GSoCprojectforJoomla.","url":"https://www.joomla.org","logo":"//lh3.googleusercontent.com/vr2sHE1vn53NjQMTEyPDwOV4XMFxRqRGxbUvgeWxOr68GR6tMfu73hg1tckGYU0rv-Io_12GiP0V93Leuzu78mDzKkieeBph"},"author":{"@type":"Person","name":"OlatunbosunEgberinde"}},"849":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"KGpg","description":"KGpgunittestsandcoderefactoring","sponsor":{"@type":"Organization","name":"KDECommunity","disambiguatingDescription":"ExperienceFreedom!","description":"KDEisaninternationalteamco-operatingondevelopmentanddistributionofFree,OpenSourceSoftwarefordesktopandportablecomputing.Ourcommunityhasdevelopedawidevarietyofapplicationsforcommunication,work,educationandentertainment.Wehaveastrongfocusonfindinginnovativesolutionstooldandnewproblems,creatingavibrant,openatmosphereforexperimentation.","url":"https://www.kde.org","logo":"//lh3.googleusercontent.com/Z1KwbzHB5NIYGB7etJNq9LMmQYyf_Xbl9MmEo96Vh-JkIfdJQDSoQyeBSF3sH9cMQ7cCBLURca9rgV76cFCmh1ashgZrRfw"},"author":{"@type":"Person","name":"KavindaPitiduwaGamage"}},"850":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"FastSymbolicComputationinRwithSymEngine","description":"Acomputeralgebrasystem(CAS)isausefultoolforresearchersandscientists.Sometoolsexistsforalgebracomputionareeitherfew-featuredorslowandusingthemjointlyisnoteasy.TheprojectisaimedtoprovideafastCASandaseamlessinterfacewithinR.ThisworkwillbuildanRpackagebasedonSymEngine.Itmayalsoserveasanalternativeinterfacetogmp,mpfr,mpclibrariesthatsupportmultipleprecisionarithmetic.ThematrixsystemofferedbySymEngineisalsovaluableforstatisticalcomputing.","sponsor":{"@type":"Organization","name":"Rprojectforstatisticalcomputing","disambiguatingDescription":"Risafreesoftwareenvironmentforstatisticalcomputingandgraphics","description":"Risanintegratedsuiteofsoftwarefacilitiesfordatamanipulation,calculationandgraphicaldisplay.Itincludes\n\n-aneffectivedatahandlingandstoragefacility,\n-asuiteofoperatorsforcalculationsonarrays,inparticularmatrices,\n-alarge,coherent,integratedcollectionofintermediatetoolsfordataanalysis,\n-graphicalfacilitiesfordataanalysisanddisplayeitheron-screenoronhardcopy,and\n-awell-developed,simpleandeffectiveprogramminglanguagewhichincludesconditionals,loops,user-definedrecursivefunctionsandinputandoutputfacilities.\n\nManyusersthinkofRasastatisticssystem.Weprefertothinkofitofanenvironmentwithinwhichstatisticaltechniquesareimplemented.Rcanbeextended(easily)viapackages.ThereareabouteightpackagessuppliedwiththeRdistributionandmanymoreareavailablethroughtheCRANfamilyofInternetsitescoveringaverywiderangeofmodernstatistics.\n\nTheterm\u201cenvironment\u201disintendedtocharacterizeitasafullyplannedandcoherentsystem,ratherthananincrementalaccretionofveryspecificandinflexibletools,asisfrequentlythecasewithotherdataanalysissoftware.\n\nR,likeS,isdesignedaroundatruecomputerlanguage,anditallowsuserstoaddadditionalfunctionalitybydefiningnewfunctions.MuchofthesystemisitselfwrittenintheRdialectofS,whichmakesiteasyforuserstofollowthealgorithmicchoicesmade.Forcomputationally-intensivetasks,C,C++andFortrancodecanbelinkedandcalledatruntime.AdvanceduserscanwriteCcodetomanipulateRobjectsdirectly.\n\nRhasitsownLaTeX-likedocumentationformat,whichisusedtosupplycomprehensivedocumentation,bothon-lineinanumberofformatsandinhardcopy.","url":"https://www.r-project.org/","logo":"//lh3.googleusercontent.com/qlSB2E0SDXNNVPijKF7LCK1m18Xaot9bQMfoRQWJ76diI85bMOHBaQvr20X3PH-NZplzFSlakZQdAnKWtzBkOzVAT9YXqnSr"},"author":{"@type":"Person","name":"XinChen"}},"851":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ContinuousDetoxification","description":"Shogunisapowerfulmachinelearningtoolkit.Theprojecthasalonghistoryandahugecodebase.Somepartsareveryoutdatedandnotwell-designed.PolishingthecodebaseandbringingShoguntomoderndesignwillmakeitmucheasiertodevelopers,andassuchmaketheprojectmoreattractiveforscientiststoimplementtheirworkin.ThisGSoCprojectaimsatre-designingShogun\u2019sdatarepresentationandsomeAPIs,includingfeatures,labelsandpreprocessors,andbringingnovelun-templateddataclasseswithsupportforlazyevaluationtoShogun.Bytheendofthisproject,weexpectanimprovementofmaintainability,stability,andbeautytothecodebaseofShogun.","sponsor":{"@type":"Organization","name":"NumFOCUS","disambiguatingDescription":"OpenCode=BetterScience","description":"NumFOCUSsupportsandpromotesworld-class,innovative,opensourcescientificsoftware.Mostindividualprojects,eventhewildlysuccessfulones,findtheoverheadofanon-profittobetoolargefortheircommunitytobear.NumFOCUSprovidesacriticalserviceasanumbrellaorganizationforthisprojects.\r\n\r\nThefollowingprojectswillbeparticipatingundertheNumFOCUSumbrella:\r\n\r\n-[Cantera](http://cantera.org/)-Canteraisalibrarytosolveproblemsinvolvingthermodynamics,chemicalkinetics,andtransport.\r\n-[conda-forge](https://conda-forge.org)-Acommunityledcollectionofrecipes,buildinfrastructureanddistributionsforthecondapackagemanager.\r\n-[DataRetriever](http://www.data-retriever.org)-TheDataRetrieverisapackagemanagerfordata.\r\n-[FEniCSProject](https://fenicsproject.org)-FEniCSisanautomatedfiniteelementlibraryusedtosolveequationsusedinmodeling,featuringadomain-specificlanguageandautomatedcodegeneration.\r\n-[Gensim](https://github.com/RaRe-Technologies/gensim)-\"TopicModellingforHumans.\"Gensimisanopen-sourcePythonlibraryfortopicmodelling,documentindexingandsimilarityretrievalwithlargecorpora.\r\n-[Julia](https://julialang.org)-Juliaisahigh-level,high-performancedynamicprogramminglanguagefornumericalcomputing.Itprovidesasophisticatedcompiler,distributedparallelexecution,numericalaccuracy,andanextensivemathematicalfunctionlibrary.\r\n-[MDAnalysis](https://www.mdanalysis.org)-MDAnalysisisaPythonlibrarytoanalyzetrajectoriesfrommoleculardynamics(MD)simulations.\r\n-[PyMC3](http://docs.pymc.io)-PyMC3isapythonmoduleforBayesianstatisticalmodelingandmodelfittingwhichfocusesonadvancedMarkovchainMonteCarloandvariationalfittingalgorithms.\r\n-[Stan](http://mc-stan.org)-Stanisaprobabilisticprogramminglanguagefordataanalysis,enablingautomaticinferenceforalargeclassofstatisticalmodels.\r\n-[Shogun](http://shogun.ml)-Shogunisandopen-sourcemachinelearninglibrarythatoffersawiderangeofefficientandunifiedmachinelearningmethods.\r\n-[yt](http://yt-project.org)-ytisacommunity-developedanalysisandvisualizationtoolkitforexaminingdatasetsinavarietyofscientificdisciplines.\r\n\r\nVisitour[page](https://github.com/numfocus/gsoc)formoreinformation.","url":"https://www.numfocus.org","logo":"//lh3.googleusercontent.com/HVjtQ2I4zfHth4wsGMFWynoFYktTBGviap7IKNbbXqj_jUjs0xBKayi8mvVv4gYe3g3wstalV3dG2UdmWSbYMOA0uG84uPw"},"author":{"@type":"Person","name":"WuweiLin"}},"852":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"MetaReviewTasksLists","description":"Listpullrequest/mergerequest(ingitlab)thathavenorevieweryet.Provideaneasywayfornewcomer/developertodocontributiontoaprojectbygivingreviewtootherpeoplepullrequests.\nOncecomplete,thisprojectwillhelpsharingthetasksofreviewingapullrequestonaproject.Thisisalsomaybethesolutionofhttps://github.com/coala/coala/issues/4080,wheredeveloperspendtoomuchtimefindingPRthathaven\u2019tbeenreviewed.Thisprojectsaimstogettingmoredeveloperdoingreviewsworksandsharingreviewsworkload,byprovidinganeasywaytofindissuesthathasnotbeenreviewed.Italsohelpproject\u2019smaintainer/developerdoreviewmoreefficient.\nTheGoalofthisprojectsisaserverlesswebpagewheretheusercanfindPullRequestthathaven\u2019tbeenreviewed.UsercanselectprojectsinOpenSourcehostingserviceslikeGitHuborGitLab.Theyalsohavetheabilitytoselectpreferedprogramminglanguage,tags,ownerofthepullrequests,andothermetadatathatisprovidedbythewebservices(Github/Gitlab).","sponsor":{"@type":"Organization","name":"coala","disambiguatingDescription":"LintingandFixingCodeforAllLanguages","description":"coala:LanguageIndependentCodeAnalysis\n\ncoalaprovidesacommoncommand-lineinterfaceforlintingandfixingallyourcode,regardlessoftheprogramminglanguagesyouuse.Itallowsuserstoanalyseprojectscontainingmultiplelanguageswithjustonetool,usingjustoneconfigurationandseeingjustoneuserinterface.\n\n#Howdoesitwork?\n\nWithcoala,youcreatejustoneconfigurationfile.Itcanbeseparatedintosectionsthatrunindependentlytofitdifferentscenarios.Usingdifferentbears(whicharecoala'smodules)userscanworkwithawiderangeofexistingtools,wrappedbybears,andnativeanalysisroutines.Thisenablesuserstochecktheirpythoncodeforpep8conformity,calculatecomplexityfortheirjavacode,findcodeduplicatesintheCcodeandcheckthedocumentationforspellingerrors,whilemakingsurethecommitsfollowthesetguidelines.Allcontrolledviaoneconfigurationfile,runwithonecommandandservedinthesameuserinterface.\n\n#ForUsers\n\ncoalaoffersaunifiedstaticcodeanalysissuite.Itcanbeusedasasimplestandalonetestingsuite,pre-commithookandCItool.Besidesthenormaluserinteractivemode,thereisanoninteractivemodeforCI,ahtmloutputmode,toviewresultsinthebrowser,andJSONoutputifyouwanttointegratecoalaintoyourownsystem.Ifimplemented,coalaevenofferstoautomaticallyfixproblems.\n\n#ForDevelopers\n\nYoucaneasilywriteyourownbears.coalaiswrittenwitheaseofextensioninmind.Thatmeans:nobigboilerplate,justwriteonesmallobjectwithoneroutine,addtheparametersyoulikeandseehowcoalaautomatestheorganisationofsettings,userinteractionandexecutionparallelisation.\n\n#ForNewcomers\n\ncoalaoffersagreatnewcomerexperiencewithanindepthstepbystepguideforyourfirstcontribution,extensivedocumentationofthewholeworkflowandfastandeasycommunicationoverthegitterchannel.","url":"https://coala.io/","logo":"//lh3.googleusercontent.com/w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"@type":"Person","name":"GagandeepSingh-2"}},"855":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"CreateCustomLists.","description":"ThisprojectaddsanewfeaturetoWorldbrain'sMEMEXawebextension.ThefeatureenablesuserstoaddCustomLists.AListisacollectionofpagesthattheuserwouldliketogrouptogether.ThisprojectimplementstheUI/UXforaddinganddeletingcustomlistsaswellasadding/deletingPagestothelist.Aswellallrelatedfunctionsandmodules.","sponsor":{"@type":"Organization","name":"WorldBrain.io-VerifyingtheInternet","disambiguatingDescription":"Bookmarkingextensionthatworkslikeyourbrain-full-textsearcheverything.","description":"WorldBrain\u2019smissionistomakeiteasierforpeopletoorganise,recover,andsharethemostusefulandtrustworthycontenttheyfindontheweb.\nTodothat,webuiltMemex.Anopen-sourcebookmarkingtoolforgreatthinkers:theresearchers,scientists,academics,students,polemics,publishers,reporters,andwriterswhowanttomaketheworldabetterplaceusingfacts,research,andverifiedinformation.\n\nWithMemexwewanttohelpyoueasethefrustrationofnotbeingabletofindsomethingyou\u2019veseenonline,whetherit\u2019sawebsite,apostonsocialmedia,ausefulcomment,orimportantquote.\nUserscanfindthingsagain,bysearchingforeverywordofeverywebsitevisited\u2013plustheycanfilterbydomain,customtagsortime.\nAlsouserscancreatelinkstohighlightsofarticles,theycansendtootherpeople.\n\nMemexisbuiltwithfullprivacyanddataownershipinmind.\nAlldataisstoredlocallyonauser\u2019sowncomputer.Youcanalsopauseindexing,ortoblacklistdomainsorURLs.\n\nOurlong-termvisionistobattleonlinemisinformation,byenablinguserstobuildonthepastweb-researchofotherpeople,andbreakoutoftheirfilterbubblesbycomparingmultipledifferentopinions.(worldbrain.io/vision)","url":"http://worldbrain.io","logo":"//lh3.googleusercontent.com/8g3dUIyto5-mko4qVa5DTHNuS3EXJdLPFrEqOIT328p-9BmRiO7D7Pgr-I7EGBkEzPLuj_5JV3YMNm9-23dFsds4YxJlDu73"},"author":{"@type":"Person","name":"SubratSahu"}},"856":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImplementingintegrationpluginsinRocketMQforHBaseandBeam","description":"Thisproposalaimsatdesigning,implementingandevaluatingpluginsthatintegrateRocketMQwithboththeHBasedatastoreandtheBeamdataprocessingmodel.TheseintegrationpluginswillimproveRocketMQofflinestoragecapabilitiesandbenefituserswithstringentlarge-scaleanddata-intensiveprocessingneeds.EndresultsofthisproposalincludeHBaseandBeampluginimplementations,aswellasexhaustiveunittests,applicationexamplesanddocumentation.","sponsor":{"@type":"Organization","name":"ApacheSoftwareFoundation","disambiguatingDescription":"Providingopensourcesoftwaretothepublicfreeofcharge","description":"TheFoundationprovidesanestablishedframeworkforintellectualpropertyandfinancialcontributionsthatsimultaneouslylimitscontributorspotentiallegalexposure.Throughacollaborativeandmeritocraticdevelopmentprocess,Apacheprojectsdeliverenterprise-grade,freelyavailablesoftwareproductsthatattractlargecommunitiesofusers.ThepragmaticApacheLicensemakesiteasyforallusers,commercialandindividual,todeployApacheproducts.","url":"https://apache.org","logo":"//lh3.googleusercontent.com/Ts05O7XpiUbt2I8JQlpAp2lVKVTRp-dsfu0FH9-FJouJud6XN6jSlkdnoBfiTE31BnIl8j75CXTF2RLgvhdPQC6s5COZFmDH"},"author":{"@type":"Person","name":"SergioEsteves"}},"857":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"MereologyinComputationalphilosophy","description":"MyprojectwillbetoequipIsabellewiththetheoryofMereologyorinotherwords,theconceptofparts.","sponsor":{"@type":"Organization","name":"AOSSIE-AustralianOpenSourceSoftwareInnovationandEducation","disambiguatingDescription":"AustralianUmbrellaOrgforOpen-SourceProjects","description":"WeareanAustraliannot-for-profitumbrellaorganizationforopen-sourceprojects.Webelievetheopen-sourcephilosophyprovidesaresource-efficientchanneltotransferknowledgeandachieveinnovationandeducation.\n\nIn2018,weofferthefollowingprojects:\n\n***Agora**(Scala):alibraryofvotecountingalgorithmsfordemocraticelections.\n***Scavenger**(Scala):anautomatedtheoremproverforfirst-orderlogic.\n***MindtheWord**(JavaScript,HTML,CSS):abrowserextensionthathelpsuserstolearnnewlanguages.\n***CarbonFootprint**(JavaScript,HTML,CSS):abrowserextensionthatraisesenvironmentalawarenessregardingC02emissions.\n***CarbonFootprint-MobileApp**(ReactNative,Android,iOS):amobileappthatraisesenvironmentalawarenessbytrackinguseractivityandcalculatingcarbonfootprints.\n***CarbonFootprint-API**(JavaScript(Node.JS),MongoDB):ARESTAPIthatcalculatesCarbonFootprintsofanythingmeasurable.\n***ComputationalPhilosophy**(Isabelle):formalizationsofphilosophicaltheoriesandargumentstowardscomputer-assistedmetaphysics,asenvisagedbyLeibniz.\n***Stardroid(a.k.aGoogleSkyMaps)**(Android/iOS):SkyMapisahand-heldplanetariumforyourAndroiddevice.Canbeusedtoidentifystars,planets,nebulaeandmore.\n***CrowdAlert**(ReactNative,Android,iOS):across-platformmobileapplicationthatallowsuserstopostandviewincidentsaroundthem.\n\nWehaveadiversegroupofmentors,includingGSoCstudent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wide,forexample:\n-[Astropy](http://astropy.org)isageneralPythonlibraryforastronomy,providingcommontoolssuchascelestialcoordinates,imageprocessing,tabulardatareadingandwriting,unitsandsupportforastronomy-specificfileformats;\n-[SunPy](http://sunpy.org)providesutilitiesforobtainingandrepresentingsolarphysicsdata,withclientsforsomeofthelargestonlinesolarphysicsdataarchivesandsolarspecificanalysisandvisualisationcode;\n-[Glue](http://www.glueviz.org/)isadatavisualizationapplicationandlibrarytoexplorerelationshipswithinandamongrelateddatasets.\n-[JuliaAstro](http://juliaastro.github.io/)isasetofpackagesforgeneralastronomyandastrophysicsanalysisusingJulia;\n-And[more](http://openastronomy.org/members/)!\n\nAsasingleorganisation,weaimtostrengthencollaborationsbetweenthedifferentsub-organisations,andatthesametimeincreasetheawarenessamongourusersonthecapabilitiesofour\"sister\"projects.","url":"http://www.OpenAstronomy.org","logo":"//lh3.googleusercontent.com/FL30n87tZ0jG3w7DLl5Fa6oG_PhdKCTXub0TS67vZLet7tMaT-yQM6ePapW43UFLs2nDStR0O8L1DqB0Sod05LnXexh0H2M"},"author":{"@type":"Person","name":"VishnunarayanKI"}},"905":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Mifos-Mobile-AppVersion3.0","description":"Thisyeartheprojectaimstoextendtheservicesprovidedtotheend-usercustomerby-\n*Addingachatextensiontoimprovecommunicationbetweenclientandbank\n*Addingexternalpaymentsupporttoincreasethesmoothnessandlibertyoftransaction(mainlyloanrepayment)\n*ImprovingtheUIformoreuser-friendlyinteraction\n*Supportforaddingguarantors,viewingreports,viewingshareaccounts,editingpersonaldetails,applyingforsavingsaccount,addingbeneficiarybyimportingQRcodefromagallery,answeringasurveyandmuchmore.","sponsor":{"@type":"Organization","name":"TheMifosInitiative","disambiguatingDescription":"EndPovertyOneLineofCodeataTime","description":"TheMifosInitiativeisaUS-based501(c)3non-profitwhosemissionistospeedtheeliminationofpovertybyleadingaglobalcommunitythatbuilds,supports,andusesMifosX,afreeandopensourceplatformenablingtheeffectiveandefficientdeliveryofresponsiblefinancialservicestotheworld\u2019s2billionpoorandunbanked.Ourunprecedentedapproachtotechnology-enabledfinancialinclusionunitesfinancialinstitutions,localtechnologypartners,andvolunteerdeveloperstocollectivelyadvanceopensourcebankinginfrastructuresothesectorcansustainablybuildimpactfulinnovationsindigitalfinancialservices.\nMorethan7millionclientsarebeingreachedby300financialinstitutions&fintechinnovatorswhousetheMifossoftwaretopowertheiroperationsacross40+countries.Theyaresupportedbyaglobalcommunityof100deploymentpartners&hundredsofvolunteers.\nForthepastdecade,we\u2019vebeenattheforefrontoftransformativetechnologyforfinancialservicestothepoor.Ourtechnologystackprovidescompletebankinginfrastructurethatiscloud-native,mobile-enabled,andscalabletothebillionsinneedofcost-effectivefinancialservices.Ourprojectscenteraroundweb&mobileappsthatleverageAPIsfromtheApacheFineractplatform&ApacheFineractCN,ourlatestevolutionandtheworld'sonlyopensourceapplicationframeworkfordigitalfinancialservices.\nYouwillworkwithaglobalcommunityofbrilliantmindsguidedbyoursharedvisionofcreatingaworldof3BillionMaries.You'llbementoredbyleadingfintechdeveloperstobuildinnovationtoresponddirectlytotheneedsoftheBaseofthePyramid:\n*MobileWallets&MobileBankingAppsviaSMS,USSD,&Android\n*AndroidMobileAppstoempowerfieldofficerstoeffectivelyservethepoor\n*AngularJSbasedwebappsformanagingthebackofficeofafinancialinstitution\n*Cuttingedgewebappsforself-servicebankingforthepoor\n*Cloud-native,enterprisebankingarchitecture","url":"http://mifos.org","logo":"//lh3.googleusercontent.com/WAb52-9xX9s-iqZOS9xavNdiM2VLl_l2J7cyO9a2GViwPyaH0M-HDC5nHiK99zY0OBXXxz5UkcthPArCvSMrpj5fdFY2SvY"},"author":{"@type":"Person","name":"manishk16x"}},"906":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"MappingCriminalActivity","description":"I'mmakingacriminologygatewaywhichwouldmakedatamoreaccessibletothosewiththeproperclearancebycreatingawebapplicationthatiseasytouseandpickuptoillustratetrendsincriminalactivityinareasofIndianapolis.","sponsor":{"@type":"Organization","name":"ApacheSoftwareFoundation","disambiguatingDescription":"Providingopensourcesoftwaretothepublicfreeofcharge","description":"TheFoundationprovidesanestablishedframeworkforintellectualpropertyandfinancialcontributionsthatsimultaneouslylimitscontributorspotentiallegalexposure.Throughacollaborativeandmeritocraticdevelopmentprocess,Apacheprojectsdeliverenterprise-grade,freelyavailablesoftwareproductsthatattractlargecommunitiesofusers.ThepragmaticApacheLicensemakesiteasyforallusers,commercialandindividual,todeployApacheproducts.","url":"https://apache.org","logo":"//lh3.googleusercontent.com/Ts05O7XpiUbt2I8JQlpAp2lVKVTRp-dsfu0FH9-FJouJud6XN6jSlkdnoBfiTE31BnIl8j75CXTF2RLgvhdPQC6s5COZFmDH"},"author":{"@type":"Person","name":"DavisJoseph"}},"907":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"CodeCoveragePlugin","description":"Acodec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esametime,weareaddingstate-of-the-artalgorithmsanddatastructurestoincreasethespeedandflexibilityofXIA.WehopethatthisiterativerefinementwillmakeXIAanenticingchoiceforthefutureofnetworking.\n\nTheXIAprojectwasestablishedin2010asacollaborationbetweenBostonUniversity(BU),CarnegieMellonUniversity,UniversityofWisconsin-Madison,andDukeUniversity.LinuxXIA,thenativeimplementationofXIAintheLinuxkernel,becameaprojectmemberofSoftwareFreedomConservancyin2016.\n\nPranavGoswami,oneofourpreviousstudents,hassummarizedthegrowthexperiencethatGSoChasbroughttohimandotherofourstudentsinthefollowingtestimonial:\n\n\u201cWorkinginGSoCasastudent(2015)andthenasamentor(2017)forLinuxXIAhasbeenrewardinginmanyaspectsand,throughoutthisjourney,Ihavegrownalotandlearnedalot.Startingoutasastudent,IwasguidedveryproficientlybyMichel,Qiaobin,John,andCodythroughouttheprogram.This,inturn,boostedmyconfidenceandimprovedmycommunicationaswellascodingstandard.Italsogavemein-depthknowledgeaboutthekerneldevelopmentandusingpresenttechnologiestobuildfutureideas.LinuxXIAgivesampleopportunitiestoimproveandtakechargeintheprocess.Aftersuccessfullycompletingtheprogramtheteamtrustedmetotakeamorechallengingroleasamentor.Theirbeliefmotivatedmetoworkharderanddelivermoretomymentees.Thisexperiencehashelpedmedevelopmyoverallprofile.AsaGSoCorganization,Icouldn'thaveaskedformore.Thankyou,XIAteam!\u201d","url":"https://github.com/AltraMayor/XIA-for-Linux/wiki","logo":"//lh3.googleusercontent.com/5pSgr94K_LHENfQz9wakTsfWeMnoBDd09U1D2sxCPFu1yrLIxbRVCjTjlkv0EPr5PEyXi6E1Ou_ELN47SrihvvSUJRtm8g"},"author":{"@type":"Person","name":"HrishavMukherjee"}},"914":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"LibreOfficeAndroidViewer","description":"Currently,therearemanyfeaturesoftheandroidviewerareeithernotimplementedornotworkingproperly.Forinstancetheresnooptionforneitherpritingthedocumentsnorexportingtopdf.AlsotilerenderingisworkingextremelyslowandsometimesitcausesacrashespeciallyonCalcdocuments.Ihavesomeideastothisrenderingproblemsuchasusingcachebecauseinoticedtheandroidviewerrendersthesametilesoverandoveragaineventhotheyarenotchangedwhilethezoomisthesame.MaybewedontneedtousecachetofixthismaybesomeothermechanismcanbeimplementedtopreventthisfromhappeningwhichiswhyIneedamentor:).Therearealotofworktodonotjustthesetwoofthemofcourse.Ihopeyouguysacceptmyproposalsothatwecanstartworkingonit.","sponsor":{"@type":"Organization","name":"LibreOffice","disambiguatingDescription":"LibreOfficeistheleadingfreeandopensourceofficesuite.","description":"LibreOfficeisamodernFree&OpenSourceOfficesuite,oneofthelargestopensourceprojects,andusedbymillionsofusersworldwide.LibreOfficeiscompatiblewithmanyfileformatslikeMicrosoft\u00aeWord,Excel,PowerPointandPublisher.Atitsheartthough,LibreOfficeisbuiltaroundanopenstandard,theOpenDocumentFormat,asitsnativefileformat.\n\nLibreOfficeisdevelopedbyuserswho,justlikeyou,believeintheprinciplesofFreeSoftwareandinsharingtheirworkwiththeworldinnon-restrictiveways.ThedevelopmentofLibreOfficeissupportedbyTheDocumentFoundationwhichprovidestheinfrastructurefortheproject.\n\nWebelievethatusersshouldhavethefreedomtorun,copy,distribute,study,changeandimprovethesoftwarethatwedistribute.Whilewedoofferno-costdownloadsoftheLibreOfficesuiteofprograms,FreeSoftwareisfirstandforemostamatterofliberty,notprice.Wecampaignforthesefreedomsbecausewebelievethateveryonedeservesthem.\n\nThoughthemembersofourcommunityhailfrommanydifferentbackgrounds,weallvaluepersonalchoiceandtransparency,whichtranslatespracticallyintowidercompatibility,moreutility,andnoend-userlock-intoasingleproduct.WebelievethatFreeSoftwarecanprovidebetter-quality,higher-reliability,increased-security,andgreater-flexibilitythanproprietaryalternatives.LibreOfficeisalargeproject(approx.6MLOC),whichmakesitinterestinglycomplex,butatthesametime,providesaplaceforallsortsofcontribution&skills.\n\nThecommunitybehindLibreOfficeistheheartoftheproject,withoutwhichwewouldnothavetheresourcestocontinuedevelopingoursoftware.Thepassionanddrivethateveryindividualbringstothecommunityresultsincollaborativedevelopmentthatoftenexceedsourownexpectations.Withtonsofdifferentrolesintheproject,weinviteeveryonetojoinusinourworkandhelpustomakeLibreOfficeknown,prosper,andaccessibletoall.","url":"https://www.libreoffice.org/","logo":"//lh3.googleusercontent.com/O95m5reO6o-koX6olazgJEd18frr4_ZCBENbFopAjRKdSUXj3ldlG5OOBnFk5QI-Dzt7_0zFP3Mqx-RUOiwJINig1rn_Vcc"},"author":{"@type":"Person","name":"MuammerMertT\u00fcmer"}},"915":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"SimplifyusageofVCFvalidationsuite","description":"vcf-validatorisasuiteofcommand-linetoolsthatcanvalidateandfixVCFfiles.Thegoalofmyprojectistoovercomethelimitationsofthevalidationsuitethatrestrictitssuitabilityforuserswithalesstechnical,morebiologicalprofile.Iwouldperformthefollowingtasks:\n\nThesuiteishardtocompilefornon-Linuxoperatingsystems.GraduallytheuserbasesofWindowsandMacOSXaregrowing,andasimpleconcisewayofbuildingthetoolmustbeprovidedtotheusers.Toaccomplishthis,IaimtosimplifythebuildprocessforWindowsandMacOSX.\n\nCurrently,thesuiteiscompletelyterminal-basedandcanonlyreadfromandwritereportstolocalfilesandneedstobeinstalledandexecutedintheuser\u2019smachine.Todealwiththis,Iaimtoprovideanetworkinterfacetorunthesuiteasaservicethatwouldallowuserstovalidatetheirownremotefiles,oradynamicallygeneratedVCFstream.\n\nIftheinputVCFiscompressed,itistheuser'sresponsibilitytodecompressit.Mytaskistoreducethisextrastepbymakingthevalidatoritselfcapableofdecompressingsuchfiles.\n\nIwouldinvestigatehowtoinsertchecksumsofreferencegenomesequencesintheVCFheader.","sponsor":{"@type":"Organization","name":"GlobalAllianceforGenomicsandHealth","disambiguatingDescription":"Wedevelopopenstandardsandtoolsforgenomicstobenefithumanhealth.","description":"TheGlobalAllianceforGenomicsandHealthwasformedtohelpacceleratethepotentialofgenomicmedicinetoadvancehumanhealth.Itbringstogetherover400leadingGenomeInstitutesandCenterswithITindustryleaderstocreateglobalstandardsandtoolsforthesecure,privacyrespectingandinteroperablesharingofGenomicdata.","url":"http://ga4gh.org","logo":"//lh3.googleusercontent.com/JhhDbXP-zktUoddrD0VYmLDsrrGv_yslcnG3Q_LyIWjmrRIJdhqOPR98r1_eZts3Lhjc2KD3FtNQGSs7fDo0oAI1rMyypa7t"},"author":{"@type":"Person","name":"SarbjitSingh"}},"916":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"GsocProposal:Amahi11","description":"Inthisproject,myworkwillmainlyfocusesonworkingasfullstackdeveloperforAmahi.IwillimplementnewAPIendpointswhichcanbeconsumedbytheamahimobileapplications.Iwillconvertcompletefront-endtoresponsivedesignusingbootstrap.ThereisalsoaneedforproperdocumentationofAmahibackendAPIs.Gooddocumentationwillserveassinglepointreferenceforallpresentdevelopersandfuturecontributors,whichthushelpsinexpandingtheAmahicommunity.Inthisproject,Iwillalsoimplementsharingoffoldersfunctionalityamongfriends.\n\nThisprojectcanbemainlydividedinto3parts:-\n\nPart1:Bootstrappingcompletewebsite\n\nPart2:DevelopingnewAPIendpointswithdocumentationusingswaggerspecification\n\nPart3:ImplementingSharingofFoldersamongfriend\u2019sserver","sponsor":{"@type":"Organization","name":"Amahi","disambiguatingDescription":"Amahi,ahomedigitalassistantatyourfingertips.","description":"TheAmahiLinuxHomeServermakesyourhomenetworkingandstoragesimple.WeliketocalltheAmahiserversHDAs,for\"HomeDigitalAssistants.\"EachHDAdeliversallthefunctionalityyouwouldwantinahomeserver,whilebeingeasytousefromawebbrowserandmobileapps.\n\nAmahicanturnpopularLinuxdistributionsintoasimpletousenetworking,storageandappserver.Theservermanagementisdonethroughafriendlyuserinterface(the\"platform\u201d).Theplatformallowscontrollingusersloginandstorageaccesspermissions,managingsomenetworkserviceslikeDHCPandDNS,aswellasprovidingmanyappsthattheuserscaninstall.TheplatformwebinterfaceisimplementedinRubyonRailsandrunsinthewebserveralongwithotherapps.\n\nTheinstallationprocessisdonebyinstallingthebasedistribution(Fedoraatthemoment)andafterthat,runningtheAmahiinstalleratthecommandline.\n\nOncetheinstallationiscomplete,thenetworkserviceskickin,storagecanbeusedandapplicationsareinstalledbyusers.SomeapplicationsarePlugins(developedasanRoR\"engine\")andsomeareverypopularopensourceappsandservices.","url":"http://www.amahi.org","logo":"//lh3.googleusercontent.com/Yjd0G2IvDEIMV1JbK3_ScmmIvcMTrhApySNmFolCW1b-Yytwh__UPMy4wFnl_0YUco4tVQOewgNpP5XBMHReiJpfvL6bOOU"},"author":{"@type":"Person","name":"SukhbirSingh"}},"917":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"StiffnessDetectionandAutomaticSwitchingAlgorithmsforOrdinaryDiffEq.jlandToolingforModelingToolkit.jl","description":"Stiffordinarydifferentialequations(ODEs)anddifferentialalgebraicequations(DAEs)withhighindexnumberareproblemspresentinphysicalmodelslikeBrusselatorandEuler-Lagrangeequationswithconstraints.Stiffnessdetectionandautomaticswitchingalgorithmswillnotonlyhelpuserschooseanearoptimalsolverfortheproblem,butitwillalsogreatlyimprovetheefficiencyofsolvingODEsbyswitchingalgorithmswithinthetimedomainofinterest.StiffnessdetectionandautomaticswitchingalgorithmsarenotpresentlyimplementedformostODEsolversexcept`LSODA`.Also,thereisnoopensourceindexreductionalgorithmforDAEs.Thus,myprojectaimstoimplementproductionreadystiffnessdetectionandautomaticswitchingalgorithms,andindexreductionalgorithmsforDAEsbytheendofthissummer.","sponsor":{"@type":"Organization","name":"NumFOCUS","disambiguatingDescription":"OpenCode=BetterScience","description":"NumFOCUSsupportsandpromotesworld-class,innovative,opensourcescientificsoftware.Mostindividualprojects,eventhewildlysuccessfulones,findtheoverheadofanon-profittobetoolargefortheircommunitytobear.NumFOCUSprovidesacriticalserviceasanumbrellaorganizationforthisprojects.\r\n\r\nThefollowingprojectswillbeparticipatingundertheNumFOCUSumbrella:\r\n\r\n-[Cantera](http://cantera.org/)-Canteraisalibrarytosolveproblemsinvolvingthermodynamics,chemicalkinetics,andtransport.\r\n-[conda-forge](https://conda-forge.org)-Acommunityledcollectionofrecipes,buildinfrastructureanddistributionsforthecondapackagemanager.\r\n-[DataRetriever](http://www.data-retriever.org)-TheDataRetrieverisapackagemanagerfordata.\r\n-[FEniCSProject](https://fenicsproject.org)-FEniCSisanautomatedfiniteelementlibraryusedtosolveequationsusedinmodeling,featuringadomain-specificlanguageandautomatedcodegeneration.\r\n-[Gensim](https://github.com/RaRe-Technologies/gensim)-\"TopicModellingforHumans.\"Gensimisanopen-sourcePythonlibraryfortopicmodelling,documentindexingandsimilarityretrievalwithlargecorpora.\r\n-[Julia](https://julialang.org)-Juliaisahigh-level,high-performancedynamicprogramminglanguagefornumericalcomputing.Itprovidesasophisticatedcompiler,distributedparallelexecution,numericalaccuracy,andanextensivemathematicalfunctionlibrary.\r\n-[MDAnalysis](https://www.mdanalysis.org)-MDAnalysisisaPythonlibrarytoanalyzetrajectoriesfrommoleculardynamics(MD)simulations.\r\n-[PyMC3](http://docs.pymc.io)-PyMC3isapythonmoduleforBayesianstatisticalmodelingandmodelfittingwhichfocusesonadvancedMarkovchainMonteCarloandvariationalfittingalgorithms.\r\n-[Stan](http://mc-stan.org)-Stanisaprobabilisticprogramminglanguagefordataanalysis,enablingautomaticinferenceforalargeclassofstatisticalmodels.\r\n-[Shogun](http://shogun.ml)-Shogunisandopen-sourcemachinelearninglibrarythatoffersawiderangeofefficientandunifiedmachinelearningmethods.\r\n-[yt](http://yt-project.org)-ytisacommunity-developedanalysisandvisualizationtoolkitforexaminingdatasetsinavarietyofscientificdisciplines.\r\n\r\nVisitour[page](https://github.com/numfocus/gsoc)formoreinformation.","url":"https://www.numfocus.org","logo":"//lh3.googleusercontent.com/HVjtQ2I4zfHth4wsGMFWynoFYktTBGviap7IKNbbXqj_jUjs0xBKayi8mvVv4gYe3g3wstalV3dG2UdmWSbYMOA0uG84uPw"},"author":{"@type":"Person","name":"YingboMa"}},"918":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ExtendingRCManagerfunctionalities","description":"RCManagerisagraphicdeploymenttoolforworkingwiththeroboticcomponentsofRoboComp.Itisanindispensabletoolformanaginghighlycomplexrobotswhichultimatelyposethemselvesaslarge-scaledistributedsystemsandisbasedonthepopularlyusedMVCarchitecture.\n\nMyearlierGSoCprojecteffectedtheimplementationofallthecorecomponentsofRCManager.Thisyear,IintendtodevelopadditionalfeaturesfortheRCManager,whichincludesimportanttoolsliketheedgeprober,andthecomponentlistretriever.Apartfromthese,anumberoftrivialGUIoptions(likeanexhaustivemenubar)wouldbeaddedtoenhancetheusabilityofthistool.Sincethistooldealswithcomponentsbeingdeployedatremotelocations,theinvolvedfunctionalitieswouldrequireextensivetestinganddocumentation.Myobjectiveistoenableusreleaseaninitialbetaversionofthistoolbytheendofthisyear'sprogram.","sponsor":{"@type":"Organization","name":"RoboComp","disambiguatingDescription":"RoboCompisanopen-sourceframeworktodevelopandmanagerobotcomponents.","description":"RoboCompisanopen-sourceRoboticsframeworkprovidingthetoolstocreateandmodifysoftwarecomponentsthatcommunicatethroughpublicinterfaces.Componentsmayrequire,subscribe,implementorpublishinterfacesinaseamlessway.Buildingnewcomponentsisdoneusingtwodomainspecificlanguages,IDSLandCDSL.WithIDSLyoudefineaninterfaceandwithCDSLyouspecifyhowthecomponentwillcommunicatewiththeworld.Withthisinformation,acodegeneratorcreatesC++and/orPythonsources,basedonCMake,thatcompileandexecuteflawlessly.Whensomeofthesefeatureshavetobechanged,thecomponentcanbeeasilyregeneratedandalltheuserspecificcodeispreservedthankstoasimpleinheritancemechanism.","url":"http://robocomp.org/","logo":"//lh3.googleusercontent.com/mi9Z9-PZ05YOCxJhSZeTWKMhEfwwixIsAY3W_bvMQpAW817z1EMrRhk-nAmffH7SI5TmxpIprMhdkl8L4lKw7WOO9l8iGFKV"},"author":{"@type":"Person","name":"MayankKumar-1"}},"919":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"AutomaticbuildswithclangusingOBS","description":"DebianpackagebuildswithclangareperformedfromtimetotimethroughmassiverebuildsoftheDebianarchiveonAWS.Theresultsofthesebuildsarepublishedonclang.debian.net.ThissummerprojectaimstoautomateDebianarchiveclangrebuildsbysubstitutingthecurrentclangbuildservicewiththeOpenBuildSystem(OBS).Bytheendofthesummer,theclanglinksontherightcornerofQApackagepageswillpointtoanewOBSclangCI,whichwillconstantlyprovideuptodateclangbuildresultsofthewholeDebianarchive.","sponsor":{"@type":"Organization","name":"DebianProject","disambiguatingDescription":"theuniversaloperatingsystem","description":"TheDebianProjectisanassociationofindividualswhohavemadecommoncausetocreateafreeoperatingsystem.\r\n\r\nDebianGNU/Linuxis:\r\n\r\n*Fullfeatured:Userscanselectwhichpackagestoinstall;Debianprovidesatoolforthispurpose.YoucanfindalistanddescriptionsofthepackagescurrentlyavailableinDebianatanyoftheDebianmirrorsites.\r\n*Freetouseandredistribute:Thereisnoconsortiummembershiporpaymentrequiredtoparticipateinitsdistributionanddevelopment.AllpackagesthatareformallypartofDebianGNU/Linuxarefreetoredistribute,usuallyundertermsspecifiedbytheGNUGeneralPublicLicense.\r\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ttp://mc-stan.org)-Stanisaprobabilisticprogramminglanguagefordataanalysis,enablingautomaticinferenceforalargeclassofstatisticalmodels.\r\n-[Shogun](http://shogun.ml)-Shogunisandopen-sourcemachinelearninglibrarythatoffersawiderangeofefficientandunifiedmachinelearningmethods.\r\n-[yt](http://yt-project.org)-ytisacommunity-developedanalysisandvisualizationtoolkitforexaminingdatasetsinavarietyofscientificdisciplines.\r\n\r\nVisitour[page](https://github.com/numfocus/gsoc)formoreinformation.","url":"https://www.numfocus.org","logo":"//lh3.googleusercontent.com/HVjtQ2I4zfHth4wsGMFWynoFYktTBGviap7IKNbbXqj_jUjs0xBKayi8mvVv4gYe3g3wstalV3dG2UdmWSbYMOA0uG84uPw"},"author":{"@type":"Person","name":"IgorBaratta"}},"964":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImprovementofCO2emissionAPI","description":"ThisprojectaimstoimprovetheexistingRESTfulAPI,thatistoimprovethefunctionalitiesoftheexistingAPIofCarbonEmissions.Thisincludesbothfront-endaswellasbackendimprovisationsformorereliabilityontheAPIfortheemissiondata.Atthesametime,itfocusesonincreasingthestandardsandqualityoftheAPIaswellasthedataendpoints.Thiswillincreasetheversatilityofthecodebase,andmakeitreliableforthecorporate/companiestousetheAPIforcalculatingcarbonemission.","sponsor":{"@type":"Organization","name":"AOSSIE-AustralianOpenSourceSoftwareInnovationandEducation","disambiguatingDescription":"AustralianUmbrellaOrgforOpen-SourceProjects","description":"WeareanAustraliannot-for-profitumbrellaorganizationforopen-sourceprojects.Webelievetheopen-sourcephilosophyprovidesaresource-efficientchanneltotransferknowledgeandachieveinnovationandeducation.\n\nIn2018,weofferthefollowingprojects:\n\n***Agora**(Scala):alibraryofvotecountingalgorithmsfordemocraticelections.\n***Scavenger**(Scala):anautomatedtheoremproverforfirst-orderlogic.\n***MindtheWord**(JavaScript,HTML,CSS):abrowserextensionthathelpsuserstolearnnewlanguages.\n***CarbonFootprint**(JavaScript,HTML,CSS):abrowserextensionthatraisesenvironmentalawarenessregardingC02emissions.\n***CarbonFootprint-MobileApp**(ReactNative,Android,iOS):amobileappthatraisesenvironmentalawarenessbytrackinguseractivityandcalculatingcarbonfootprints.\n***CarbonFootprint-API**(JavaScript(Node.JS),MongoDB):ARESTAPIthatcalculatesCarbonFootprintsofanythingmeasurable.\n***ComputationalPhilosophy**(Isabelle):formalizationsofphilosophicaltheoriesandargumentstowardscomputer-assistedmetaphysics,asenvisagedbyLeibniz.\n***Stardroid(a.k.aGoogleSkyMaps)**(Android/iOS):SkyMapisahand-heldplanetariumforyourAndroiddevice.Canbeusedtoidentifystars,planets,nebulaeandmore.\n***CrowdAlert**(ReactNative,Android,iOS):across-platformmobileapplicationthatallowsuserstopostandviewincidentsaroundthem.\n\nWehaveadiversegroupofmentors,includingGSoCstudentsfrompreviousyearswhodecidedtobecomelong-termcontributorsaswellasacademicswithextensiveexperienceinsupervisingundergraduate,M.Sc.andPh.D.studentsonthesesandprojects,whoseresultsareoftenpublishedandpresentedinthemostprestigiousconferencesofourresearchfields.\n\nWearelookingforexcellentstudentswhoareinterestedinbecominglong-termcollaboratorsinourprojects.IfyouareaprospectivestudentinterestedindoingyourGSoCprojectwithus,dropusalineandstartcontributing.","url":"http://aossie.org/","logo":"//lh3.googleusercontent.com/JlCbheGbtH098VfiQYQT-QuE-dslLBbYnT1lN03mAfmtvKHrpul5oQN2q00_O9djfH5eju5XUqxoBS1eWVjsnvjnmkr7MxA"},"author":{"@type":"Person","name":"RaghavendraVedula"}},"965":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"PlagiarismdetectorandGhostmode","description":"Plagiarismdetector:Intherealcontestthereareprobabilitythatuserscheatotherscodeorhelpeachother.Inordertopreventthisrisk,itisnecessarytobuildaservicethatcananalyzesourcecodesubmissions.\n\nGhostmode:Usersoftenwanttoreplaypastcontest.Whenusersreplayinganypastcompetitiontheywillbeabletoseeareplayofthescoreboardexactlyasrecordedduringtheoriginalcompetition.Thisisimportantbecauseitletsuserstosimulatetheirperformancewithoriginalscoreboard.","sponsor":{"@type":"Organization","name":"omegaUp.com","disambiguatingDescription":"omegaUpisaimedtoincreasethenumberoftalentedSoftwareEngineersinLatAm.","description":"omegaUpisanon-profitorganization(501c3)aimedtoincreasethenumberoftalentedSoftwareEngineersinLatinAmerica.StudentscanuseouropensourceplatformomegaUp.comtolearnandimprovetheirComputerScienceskillsthroughcodingchallengeswithafunandcompetitiveapproach.\n\nTeachersandtutorscancreatenewcodingchallengesoruseexistingonestostartonlineprogrammingcompetitionswithlocal,nationaloreveninternationalreach.omegaUp.comprovidestheplatformtocreatecodingchallenges,managecontestsandautomaticallygradesolutionstochallengeswithimmediatefeedback.","url":"https://omegaup.org/","logo":"//lh3.googleusercontent.com/C-T7W78lGR4ns_hATPKOwIKvp5vCon9icSYHXtqhWCsjpBIpX93nEqeoaLS4H02OcCq4HI0YdsWPPrQY1LegmZiyX4haqQ"},"author":{"@type":"Person","name":"VincentFango"}},"966":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Rucio:Billio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s,artistsandambassadorsordevelopers.Theprojectembracesawidevarietyoftechnology,peoplewithdifferentlevelsofexpertise,speakingdifferentlanguagesandhavingdifferentculturalbackgrounds.","url":"https://www.opensuse.org","logo":"//lh3.googleusercontent.com/viIVis6NBVYlR0ZR9wREXwLLQEu9Lw1gjTUuvIAwYWhIw3gdtCHlv0hYGcrVHu50ylwqbcodakxV7ZcEI_S9pfwbUSuXS_Hq"},"author":{"@type":"Person","name":"MatheusBernardo"}},"1010":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"BringingStatic_viewstoreview-readystate","description":"ThisdocumentproposesanadditiontoBoost`C++`Libraries\u2014`Static_views`library.\nThelibraryfocusesonworkingwithcompile-time(i.e.`constexpr`)homogeneousdata.\nItsapplicationsrangefromconvertingbitmapsfrom8-bitto24-bitrepresentationsto\nimplementingefficientenumerationtostringconversionsandcustomerrorcategories.","sponsor":{"@type":"Organization","name":"BoostC++Libraries","disambiguatingDescription":"Boostprovidesfreepeer-reviewedportableC++sourcelibraries","description":"Boostprovidesfreepeer-reviewedportableC++sourcelibraries.\n\nWeemphasizelibrariesthatworkwellwiththeC++StandardLibrary.Boostlibrariesareintendedtobewidelyuseful,andusableacrossabroadspectrumofapplications.TheBoostlicenseencouragesbothcommercialandnon-commercialuse.\n\nWeaimtoestablish\"existingpractice\"andprovidereferenceimplementationssothatBoostlibrariesaresuitableforeventualstandardization.TenBoostlibrariesareincludedintheC++StandardsCommittee'sLibraryTechnicalReport(TR1)andinthenewC++11Standard.C++11alsoincludesseveralmoreBoostlibrariesinadditiontothosefromTR1.MoreBoostlibrariesareproposedforstandardizationinC++17.\n\nSince2006anintimateweeklongannualconferencerelatedtoBoostcalledC++NowhasbeenheldinAspen,ColoradoeachMay.BoosthasbeenaparticipantintheannualGoogleSummerofCodesince2007.","url":"http://www.boost.org/","logo":"//lh3.googleusercontent.com/kkg0_gw4dqFGqG4n0NpHKwtdmGotzAxO5zt09QniDCiPiyAvYzKEWW_LlNcX4aj4TcKUOsvsX6yAn-p8jhLIsnj-TkKNQRVe"},"author":{"@type":"Person","name":"TomWesterhout"}},"1011":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"React-basedUIComponentLibrary:Agame-planforuserexperiencedesignoverhaulofMusicBrainz","description":"MusicBrainzisaimingforauserexperienceoverhaul.Tokeepdesignanddevelopmentinsync,bythousandsofcontributorsovertheyears,weneedadesignsysteminplace.Thegoalofthisprojectistobuildthisdesignsystemwhichwillinclude,apartfromassetsandMusicBrainzdesignprinciples,reusableindependentUIcomponentswritteninReact.js.Further,IwilluseReactStorybooktobuildacomponentlibrarywhichwillallowuserstobrowsethroughcomponents,visualisedifferentstatesofeachcomponent,andinteractivelydevelopandtestcomponents.","sponsor":{"@type":"Organization","name":"MetaBrainzFoundationInc.","disambiguatingDescription":"Curatingopendatasetswithopensourcesofterandloadsofvolunteers.","description":"TheMetaBrainzFoundationisanon-profitthatbelievesinfree,openaccesstodata.IthasbeensetuptobuildcommunitymaintaineddatabasesandmakethemavailableinthepublicdomainorunderCreativeCommonslicenses.\n\nOurdataismostlygatheredbyvolunteersandverifiedbypeerreviewtoensureitisconsistentandcorrect.Allnon-commercialuseofthisdataisfree,butcommercialusersareaskedtosupportusinordertohelpfundtheproject.Weencouragealldatauserstocontributetothedatagatheringprocesssothatourdatacanbeascomprehensiveaspossible.","url":"https://metabrainz.org","logo":"//lh3.googleusercontent.com/xvZY_s1qERltlQwlbBiCkjFwMV-jwDJVT6bEipJsbrl48tJLQG2veTrbMLIwCyvyo930AAoMNyxqXo9YIY_yW9IsQqD0aQ"},"author":{"@type":"Person","name":"ChhaviShrivastava"}},"1012":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"EnhancingLibva-UtilswithVP8andHEVCEncodingandTemporalScalabilityforVP8","description":"WiththeproposedGSOC2018projectI'dliketocontributingtoanup-to-datelibva-utils,byaddingVP8andHEVCencodingaswellasVP8temporalscalingsupport.WiththehelpofQRCodesI'dalsoliketoincludeautomatedtestingforbasicimagereproductionoftheencoders.IftimeallowsoptionallytemporalscalingsupportforVP9istargeted.","sponsor":{"@type":"Organization","name":"IntelMediaAndAudioForLinux","disambiguatingDescription":"OpenSourceMedialibraries,Applications,UserspacedriverandSpecification.","description":"IntelMediaandAudioforLinuxisafamilyofmediasoftware,includinglibVA,VAAPI-Intel-Driver,gstreamer-vaapi,libyamiandlibxcam.libVAisanopensourcesoftwarelibraryandAPIspecificationtoprovideaccesstohardwareacceleratedvideodecoding/encodingandvideoprocessing.VAAPI-Intel-DriverisopensourcehardwareacceleratedvideodriverforIntelintegratedgraphicsbasedonlibVA.Gstreamer-vaapiisaGStreamerpluginthatallowshardwareacceleratedvideoprocessingthroughlibVA.libyamiisanopensourcevideocodeclibrarytoacceleratevideodecoding/encodingbasedonlibVA.libxcamisanopensourcecameralibrarytosupportcomputationalphotographyfeatureslike3Aandimageprocessing.Alloftheseprojectsincreasethespeedandperformanceofdecodingandencodingcompresseddigitalvideo,imagingandaudio.TheyalsosupportworkloadoffloadingfromtheCPUtotheGPU.\n\nTheseprojectsareprovidedforoperatingsystemvendors,systemsintegrators,andoriginaldevicemanufacturerswhoarecreatingbrandedorcustomizedoperatingsystemsforembeddeddevices,phones,tablets,convertibles,desktops,gamingandentertainmentsystemsandmore.Independentsoftwarevendorsthatcreateapplicationsandgamescanalsotakeadvantageofthefreelyavailablesourcecodeandbinaries.","url":"https://01.org/linuxmedia","logo":"//lh3.googleusercontent.com/UXbyn2SdWegPlFQlEmBcskvD6upBUg0ELUnU1FQiKEst56nAKYhKrJJ21nTMNnp6eKfFfOcG3Mt7YPC3hfQIw4-tuZyqIQ"},"author":{"@type":"Person","name":"GeorgOttinger"}},"1013":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ZulipElectronGSoCProposal2018","description":"Inthisproject,Iwillfocusonthedesktop(electron)projectofZulip.Themajoraimwouldbetofixupmostofthehighpriorityissues,polishinguptheUI,refactoringcodealongwithimprovingthecurrenttestsuiteandimplementfewoftherequirednewfeatures.It'dalsoincudeactivelyrespondtouserissuesandquicklysuggestresponsesorimplementquickfixes.\nMymainaimistomakeZulipdesktopappatparwiththeothermajordesktopappsandmakeitmoreuser-friendly.","sponsor":{"@type":"Organization","name":"Zulip","disambiguatingDescription":"Powerful,modern,opensourceteamchat,completewithappsforeveryplatform.","description":"Zulipisapowerful,opensourcegroupchatapplication.ItcompeteswithSlack,IRC,Jabber,anddozensofothergroupchattoolsdesignedtohelpteams(whetheropensourceprojectsorcompanies)collaborateeffectively.Zulipsupportsfastsearch,drag-and-dropfileuploads,imagepreviews,groupprivatemessages,configurablenotifications,missed-messageemails,markdownmessagerendering,and[muchmore](https://zulipchat.com/features)--essentiallyeverythingyoumightwant.\n\nUnlikeSlack,it\u2019sopensourceandhasawelcomingcommunityofover400volunteercontributors.UnlikeIRC/Jabber/etc.,Zulipisacomplete,modernapplication,withanicewebinterface,mobileappsforiOSandAndroid,anddesktopappsforMac/Linux/Windows.Andunlikeallotherpopulargroupchattools,Zulipisdesignedtomakeconversationsmoreefficientthroughitsuniquethreadingsystemthathelpsteamsmanagelargenumbersofmessages.Inparticular,Zulipmakesiteasytohavemultipleconversationsatthesametimewiththesamegroupsofpeople,andeasytocatchuponhundredsorthousandsofmessagesquicklywithoutmissinganythingimportant.\n\nZulipisknownforits[extensivedeveloperdocumentation](http://zulip.readthedocs.io/en/latest/overview/contributing.html)(100,000wordsandgrowing!),codequality,andtooling,andthusistheidealprojecttoworkontolearnhowtobuildahigh-qualitywebapplication.OurgoalintheGSoCprogramisforeachsuccessfulstudenttogrowintobecomingthemaintainerofasignificantcomponentofZulipbytheendoftheprogram.\n\nAsanorganization,wevaluehigh-qualitymentorshipandhighqualityproduct--youcanexpecttolearnalothowtomakealargesoftwareprojectsuccessfulfromdisciplinedcodereviewsbyhighlyexperiencedengineers.YourGSoCexperiencewiththeZulipprojectwillbehighlyinteractive(withdailychatcheckinswithmentors,experts,andotherstudents),withafocusonteachingyoutheconceptsandreasoningbehindhowZulipisengineeredandhowtomakeitbetter.","url":"https://zulip.com","logo":"//lh3.googleusercontent.com/Am08vt8SXNBprT5_Or4nYAmNyKU9ZaXPOMDrRqK6lOEDWwhnQ01fg2BdQ0hoWgIF0ShsFJ0f3b_KcIRq2uBco28Xlex0Wg"},"author":{"@type":"Person","name":"AbhigyanKhaund"}},"1014":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Knowledge,ReasoningandLearning","description":"Currently,aima-javaistargetedtowardsthefourtheditionofthebook.Asstatedbythementors,theprojectisfocussedtowardsdevelopingtheaima4ebranchandplanstomakeitthedefaultbranch.Currently,onlyinitialfewchapters(onlyuptothe7thchapter,tobeprecise)ofthebookareimplemented.AsapartofmyGSoCproposal,Iplantoimplementthe**UncertainKnowledgeandReasoning**sectionsaswellasthe**Learning**sectionofthebook.Ialsoplantointroducetherelevant**alternateimplementations**inthe**extras**module.\n\nBesidesthis,Ialsoplantodevelopthetestingsuitefortheabove-mentionedsectionsoftheproject.Dependinguponthescopeofrequirements,Iwouldalsobeinterestedinworkingonsomeapplicationdemosofvariousalgorithmsthatprovideaclearerpicturetothereader.Ihaveexperienceindevelopingalgorithmdemonstrationsandhencewouldalsoliketocontributetothesame.","sponsor":{"@type":"Organization","name":"aimacode","disambiguatingDescription":"Codeforthebook\"ArtificialIntelligence:AModernApproach\"","description":"Thisprojectprovidesimplementationsofthepseudocodealgorithmsinthetextbook\"ArtificialIntelligence:AModernApproach,\"alongwithtutorialexamplesoftheirusage,emphasizingvisualizationsthathelpstudentsunderstandboththecoreunderlyingconceptsandthespecificwaystoinvokethecode.","url":"http://github.com/aimacode","logo":"//lh3.googleusercontent.com/6iWHAJ0GSuYnGcD-Uzxj3DX2ai_Hq3GlYGEziwBRSIfkM8MqYfsDsZ6ARvuKCWOszF3rtAXEkbhfAEoOvXDlpRegk4iwoQ"},"author":{"@type":"Person","name":"SamagraSharma"}},"1015":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"AdditionofGreeklanguagetoSpacy.io","description":"IproposetheadditionofGreeklanguageinspacy.ioandtheimplementationofanextrafeatureofsentimentanalysisfortheGreeklanguage.\nOnthesubjectoftheintegrationofGreeklanguagetothespacy.ioplatform,Isuggestthefollowingmetricsfortheevaluationoftheproject:Firstofall,weshouldensurethatthemodelofGreeklanguagepassessuccessfullythelanguage-independent\"tokenizersanity\"testsprovidedbyspacy.io.Asecondmetriccouldbetheperformanceofthemodelinlanguagespecifictests.Lastbutnotleast,wecouldevaluatethemodelinrealworlddataofferedbyOfficialGreekGovernment'sGazette(FEK-\u03a6\u0395\u039a)fornamedentitiesextractionanddocumentcategorizationasmentionedintheideaslistofGFOSSforGSOC2018.\nWithrespecttosentimentanalysis,Iwouldliketoimplementabinaryclassifierthat,givenapieceoftextinGreeklanguage,cancomputationallyidentifyandcategorizetheopinionsexpressedandmorespecificallytodeterminewhetherthewriter'sattitudetowardsthetopicispositiveornegative.Theclassifierwillalsoreturnapolarityscorewhichwillserveasameasureofconfidenceoftheclassifierforits\u2019decision.","sponsor":{"@type":"Organization","name":"GFOSS-OpenTechnologiesAlliance","disambiguatingDescription":"PromoteOpennesswiththeuseanddevelopmentofOpenStandards&OpenSource.","description":"GFOSS\u2013OpenTechnologiesAllianceisaplatformforOpenStandards,FreeSoftware,OpenContent,OpenData&OpenHardwareinGreece.ThemajorGreekUniversitiesandResearchCentersparticipateinGFOSS\u2013OpenTechnologiesAlliance,whileleadingmembersoftheGreekcommunityofdevelopersplayakeyroleintheimplementationofourpolicies.Throughourinitiativesweaspiretocontributetocoordinatingtheeffortsofgroupsofvolunteers,enablingthemtoformthebackboneofGreekFOSSdevelopmentandimplementation.","url":"http://gfoss.eu","logo":"//lh3.googleusercontent.com/eRbjP2ZIaYQTAggCzFq7BvjGgRJv_Q-r1SHXtrvIUrbrW2cBEEv50BvGRacxFbVwatTi4VUJXWNosRVO5irdumKcy8GdAA"},"author":{"@type":"Person","name":"IoannisDaras"}},"1016":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Improvingthexiptool","description":"..","sponsor":{"@type":"Organization","name":"BostonUniversity/XIA","disambiguatingDescription":"CrowdsourcingthefutureInternet","description":"FindingthesuccessorofTCP/IPistheultimategoalofourproject.Todoso,wehavedevelopedanewprotocolstack,XIA.Toreachthisdestination,wearebothrefiningourcodebaseandworkingtomeetunfulfilleddemandsofreal-worldnetworks.Forexample,ourcurrentshort-termgoalistodevelopaDDoSprotectionsystem.Atthesametime,weareaddingstate-of-the-artalgorithmsanddatastructurestoincreasethespeedandflexibilityofXIA.WehopethatthisiterativerefinementwillmakeXIAanenticingchoiceforthefutureofnetworking.\n\nTheXIAprojectwasestablishedin2010asacollaborationbetweenBostonUniversity(BU),CarnegieMellonUniversity,UniversityofWisconsin-Madison,andDukeUniversity.LinuxXIA,thenativeimplementationofXIAintheLinuxkernel,becameaprojectmemberofSoftwareFreedomConservancyin2016.\n\nPranavGoswami,oneofourpreviousstudents,hassummarizedthegrowthexperiencethatGSoChasbroughttohimandotherofourstudentsinthefollowingtestimonial:\n\n\u201cWorkinginGSoCasastudent(2015)andthenasamentor(2017)forLinuxXIAhasbeenrewardinginmanyaspectsand,throughoutthisjourney,Ihavegrownalotandlearnedalot.Startingoutasastudent,IwasguidedveryproficientlybyMichel,Qiaobin,John,andCodythroughouttheprogram.This,inturn,boostedmyconfidenceandimprovedmycommunicationaswellascodingstandard.Italsogavemein-depthknowledgeaboutthekerneldevelopmentandusingpresenttechnologiestobuildfutureideas.LinuxXIAgivesampleopportunitiestoimproveandtakechargeintheprocess.Aftersuccessfullycompletingtheprogramtheteamtrustedmetotakeamorechallengingroleasamentor.Theirbeliefmotivatedmetoworkharderanddelivermoretomymentees.Thisexperiencehashelpedmedevelopmyoverallprofile.AsaGSoCorganization,Icouldn'thaveaskedformore.Thankyou,XIAteam!\u201d","url":"https://github.com/AltraMayor/XIA-for-Linux/wiki","logo":"//lh3.googleusercontent.com/5pSgr94K_LHENfQz9wakTsfWeMnoBDd09U1D2sxCPFu1yrLIxbRVCjTjlkv0EPr5PEyXi6E1Ou_ELN47SrihvvSUJRtm8g"},"author":{"@type":"Person","name":"PranjanSana"}},"1017":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"Pitivi:ScaledProxies","description":"Theabilitytouselowresolutionproxiesduringeditingwouldallowmorepeopletoworkonwiderrangeofmediawithoutrequiringaccesstoanpowerfulcomputer.\nItwouldalsograntthemtheabilitytododraftrendersallowingforquickpreviews.\n\nThegoalsofthisprojectareto:\n-AddsupportforScaledProxiesinPitivi\n-AllowforeasyconfigurationanduseofproxiesinPitiviUI\n-Giveuserstheabilitytogeneratedraftrenders","sponsor":{"@type":"Organization","name":"GNOME","disambiguatingDescription":"AfreedesktopenvironmentforGNU/Linux.","description":"#Non-profitorganizationthatcreatesacomputingplatformforthegeneralpublic\n\nTheGNOMEprojectbuildsthetechnologies,platform,middle-ware,applicationsandenvironmenttocreateafreesoftwaresolutionforusingyourpersonalcomputer.TheGNOMEprojectis:\n\n##Independent\n\nOurboardisdemocraticallyelected,andtechnicaldecisionsaremadebytheengineersdoingthework.Wearesupportedbymanyorganizations;employeesfromoverahundredcompanieshavecontributedsincetheprojectbegan.\n\n##Free\n\nWebelievethatsoftwareshouldbedevelopedintheopen.Ourdevelopmentinfrastructureandcommunicationchannelsarepublic,andourcodecanbefreelydownloaded,modifiedandsharedwithothers.Allourcontributorshavethesamerights.\n\n##Connected\n\nOurprojectisanimportantpartoftheFreeSoftwareecosystem.Weworkwithotherfreeprojectstocreatehigh-qualitysolutionsthatspantheentiresoftwarestack.\n\n##People-focused\n\nOursoftwareistranslatedintomanylanguagesandcomeswithbuiltinaccessibilityfeatures.Thismeansthatitcanbeusedbyanyone,regardlessofthelanguagetheyspeakortheirphysicalabilities.","url":"https://www.gnome.org/","logo":"//lh3.googleusercontent.com/PuUTd0LqAyd7EduWdbN5HFzAlSw2GGU5HR8Mu3xu2BTbWhuyHK0rDrGnxHdHWiK6mbM1yqUuB5kG8k3L_S91DVaDR6rh3pw"},"author":{"@type":"Person","name":"YatinMaan"}},"1018":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"RecurrentNeuralNetworksappliedinthetime-seriesclassificationoverahighresolutiondata","description":"Theincreasingnumberofsensorsorbitingtheearthissystematicallyproducinglargervolumesofdata,withbetterspatiotemporalresolutions.Todealwiththat,betteraccuratemachinelearningapproaches,suchasDeepLearning(DL),areneededtotransformrawdataintoapplicableInformation.SeveralDLarchitectures(e.g.CNN,semanticsegmentation)relyonlyatspatialdimensiontoperform,forexample,land-cover/land-use(LCLU)maps,disregardingthetemporaldependenciesbetweenpixelsobservationsoverthetime.Also,high-resremotesensingdata(e.g.Planet,Sentinel)mayprovidemoreconsistenttime-series,thatcanbeuseintheidentificationofimportantLCLUclasses,likecrop,pasturelandandgrasslands.\n\nThispotentialcanbeexploredusingRecurrentNeuralNetworks(RNN),aspecificfamilyofDLapproacheswhichcantakeintoaccounttimedimension.ApromisingprojectideawouldbeimplementaRNNapproach(e.g.LSTM)toclassifyaSentineltime-seriesthatisabletoproduceamapforoneormoreLCLUclassesandshipthefinalversionofthemodelintothePycoallibraryaspartoftheCOALproject.","sponsor":{"@type":"Organization","name":"EarthScienceInformationPartners(ESIP)","disambiguatingDescription":"MakingEarthsciencedatamatter.","description":"EarthScienceInformationPartners(ESIP)isacommunityofEarthsciencedataandinformationtechnologypractitionerswhostewardEarthsciencedata,ensuringdiscovery,accessanduseofthedatatodecisionmakers,researchersandthepublic.ESIP\u2019sstrengthcomesfromthedepthofitspartnerorganizations,whichnownumber110.AmongtheseareallNOAA,NASAandUSGSEarthobservingdatafacilities,aswellasgovernmentresearchlaboratories,researchuniversities,modelers,educationresourceproviders,technologydevelopers,nonprofitsandcommercialenterprises.\n\nDuringthelasttwentyyearsESIPhasdevelopedsignificantcollaborationmethodsandinfrastructurethatprovideascalable,neutralplatformtosupportEarthscienceresearch,dataandtechnicalcommunities.OurpartnerorganizationsandcommunityparticipantsleadtheadvancementofEarthscienceinformationbestpracticesinanopenandtransparentfashion.\n\nTheEarthScienceInformationPartnerswasfoundedin1998byNASAinresponsetoaNationalResearchCouncil(NRC)reviewoftheEarthObservationSystemDataandInformationSystem(EOSDIS).TheNRCcalledonNASAtodevelopanew,distributedstructurethatwouldbeoperatedandmanagedbytheEarthsciencecommunitythatwouldincludethoseresponsibleforallelementsofEarthobservation,includingobservationandresearch,applicationandeducation.In2003,ESIPincorporatedasa501(c)3.","url":"http://esipfed.org","logo":"//lh3.googleusercontent.com/kopVgaFHBtOKPakEm8BoPJ3BGVb1xLwHSfBf5dxvXiAUObSqaWAtQNwnLSlHMIAqxdV2NNVhbzOUUG0cZax0ZUb7OOLTe9w"},"author":{"@type":"Person","name":"EvandroTaquary"}},"1019":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"AppStoreforCytoscapeApps","description":"Iaminterestedintheproject\u201cAppstorefortheCytoScapeApp\u201dwithAlexPico,BarryDemchakandScooterMorrisasitsmentor.Mygoalsforthesummerwillbetoimproveoveralluserexperience,securityaswellasaccessibilityoftheCytoscapeAppstorebyimplementingfollowingfourmajorgoals:\n1.CytoscapeAppStoremigrationfromPython2.6,Django1.4.5toPython3.X,Djangoversion>=1.8:\n2.ImplementingReviewsandcommentsfeaturefortheCytoscapeapps,sendingthemsimultaneouslytotheregisteredappauthorsviaregisteredemail.\n3.WebAppimplementationforviewingCytoscapeappstorefromwithinCyBrowser.\n4.Supportforsubmitting,browsing,downloadingRandPythonscripts.\n\nLinktotheprojectidea:https://github.com/nrnb/GoogleSummerOfCode/issues/122","sponsor":{"@type":"Organization","name":"NationalResourceforNetworkBiology(NRNB)","disambiguatingDescription":"Developingopensourcesoftwaretoenablenetwork-basedbiomedicaldiscovery","description":"The[NationalResourceforNetworkBiology(NRNB)](http://www.nrnb.org)organizesthedevelopmentoffree,opensourcesoftwaretechnologiestoenablenetwork-basedvisualization,analysis,andbiomedicaldiscovery.Biomedicalresearchisincreasinglydependentonknowledgeexpressedintermsofnetworks,includinggene,proteinanddruginteractions,cell-cellandviral-hostcommunication,andvastsocialnetworks.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beimplementedusingtheBoostSerializationlibraries.\n\nConsideringthecomplexityofthisproject,allthephasesofthesoftwaredevelopmentlifecyclewillbeaddressed.Thisincludes:requirementanalysis,design,implementation,testingandmaintenance.Moreover,theassociateddocumentationwillbewritten,asitisanessentialpartofanyhigh-qualitysoftwareengineeringproject.\n\nThisGUIwillbringtheenduseragreatercontrolandawarenessoverGNSS-SDR.","sponsor":{"@type":"Organization","name":"GNSS-SDR","disambiguatingDescription":"AnopensourceGlobalNavigationSatelliteSystemssoftware-definedreceiver","description":"GNSS-SDRisanopensourceGlobalNavigationSatelliteSystemssoftwarereceiver,writteninC++,thatisabletoworkeitherfromrawsignalsamplesstoredinafile,orinreal-timewitharadio-frequencyfront-endassignalsource,andperformsallthesignalprocessinguntiltheobservablecomputationandPosition-Velocity-Timesolution.Itsmodularityallowsuserstopopulatetheframeworkwiththeirownalgorithms,allowingtoputthefocusonthesignalprocessingimplementationwithoutworryingabouthowtoembedthatalgorithminawholeGNSSreceiver.ItalsomakespossiblefairperformancebenchmarksusingrealGNSSsignals,anditsopensourcelicenseallowsfreedownloading,useandcodeinspection.\nTheproposedsoftwarereceivertargetsmulti-constellation/multi-frequencyarchitectures,pursuingthegoalsofefficiency,modularity,interoperability,andflexibilitydemandedbyuserdomainsthatrequirenon-standardfeatures,suchasearthobserversorgeodesists,andallowingapplicationssuchastheobservationoftheionosphere,GNSSreflectometry,signalqualitymonitoring,spaceweather,andhigh-accuracypositioningbasedoncarrier-phasenavigationtechniques.Inthisproject,wefocusonsignalprocessing,understoodastheprocessbetweentheADCandthecomputationofcodeandphaseobservables,includingthedemodulationofthenavigationmessage.Wepurposelyomitdataprocessing,understoodasthecomputationofthenavigationsolutionfromtheobservablesandthenavigationmessage,sincethereareanumberofwell-establishedlibrariesandapplicationsforthat(alsointheopensourceside,suchasGPSTkorRTKLIB).","url":"http://gnss-sdr.org/","logo":"//lh3.googleusercontent.com/Unsxtmm85To4Q3RItnMY3GLcKHCd4v1MzqaTktEUMF-i8ZcCYfee5nWf9JCxLm-S_tROnNj10euUb9UU3gUsnTloEQbdEiw7"},"author":{"@type":"Person","name":"\u00c1lvaroCebri\u00e1nJuan"}},"1098":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"IntermineElasticSearch/Solrdeepbiodatasearch","description":"CurrentlyIntermineusesanoldapproachtohandlebiodatasearch.ThisprojectaimstoimprovethesearchfeatureusingmodernsearchengineslikeApacheSolr/ElasticSearch.TheexistingarchitectureinInterminehastobemodifiedtohandlethenewapproachanditshouldreducethecomplexitytotheuser.Ifsucceeded,thiswillbeenabledinalltheinterminesallovertheworldwhichareusedtoquerybiodata.","sponsor":{"@type":"Organization","name":"InterMine","disambiguatingDescription":"Integratingbiologicaldatasources,makingiteasytoqueryandanalysedata","description":"#WhatisInterMine?\nInterMineintegratesdatafromdifferentbiologicalsources,providingaweb-baseduserinterfaceforqueryingandanalysingthedata.Userscanautomaticallygeneratecodetorunqueriesusingour[clientlibrariesinR,Python,Perl,Ruby,Java,andJavascript](http://intermine.readthedocs.io/en/latest/web-services/#api-and-client-libraries).\n##Whattechnologiesdoweuse?\nInterMinecoreisbuiltinJava,andalldataarestoredinPostgreSQL.WehavealegacyJSP-baseduserinterface,withaClojurescriptuserinterfaceinearlybeta.We'realsokeenonbrowser-baseddatavistoolsthatuseofourAPI,soyou'llseealotofJavascript(orlanguagesthatcompiletoJavascript,likeClojurescriptandCoffeescript).Ourclientlibrariesprovideopportunitiestowritecodeinseveralotherlanguages.\n##WhatsortofdatadoesInterMinehave?\nSinceInterMineisopensource,manyresearchorganisationsaroundtheworldrunInterMineswiththeirowndata,rangingfrommiceandfruitfliestoabroadrangeofplants.Visitthe[InterMineRegistry](http://registry.intermine.org/)toseethemall.(TheregistrywaswrittenbyaGSoCstudentlastyear!)MostInterMinesalsohavea\"datasources\"tabwhichtellsyoumoreaboutwherethedatainthatspecificinstanceoriginates.\n##WhatkindofproblemsdoesInterMinesolve?\nGenomicdataisoftenmessy,andthereisalotofit.Scientistsusedifferenttermstomeanthesamething,andevenassignthesamegenedifferentnames!Howcanwehandlethisambiguity?Howcanwehelptheendusermakesenseofdatathatissodiverseandcomplex?\nOnewaytohelpscientistsanalysedataistoprovidevisualisations,sowe\u2019realwaysexcitedtoaddandadaptdifferentwaystodisplayourdata.Howdoyouvisualisethefeaturesinsideaprotein,ortheinteractionsbetweentwosetsofgenes?\nCodeyouwriteforInterMinecanhavealargeimpact-sincetherearedozensofdifferentInterMines,youcanoftenwritecodetoworkwithoneInterMineandwithlittleornoeffort,portittoanotherInterMinewithdifferentdata.","url":"http://intermine.org/","logo":"//lh3.googleusercontent.com/rTp4Mwh74BD6J_LxJ9DNVQUK9i71S3-F4bZP1mLUhc5YDeCd0GTJIGkgboUoVDSwD3cFW6w7AB0YlD5cZ8UOCXx-UKx90Q"},"author":{"@type":"Person","name":"ArunanSugunakumar"}},"1099":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name"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eGNUGeneralPublicLicense.\r\n*TheDebianFTParchivesalsocarryapproximately696softwarepackages(inthenon-freeandcontribsections),whicharedistributableunderspecifictermsincludedwitheachpackage.\r\n*Dynamic:Withabout1033volunteersconstantlycontributingnewandimprovedcode,Debianisevolvingrapidly.TheFTParchivesareupdatedtwiceeveryday.\r\n\r\nAlthoughDebianGNU/Linuxitselfisfreesoftware,itisabaseuponwhichvalue-addedLinuxdistributionscanbebuilt.Byprovidingareliable,full-featuredbasesystem,DebianprovidesLinuxuserswithincreasedcompatibility,andallowscreatorstoeliminateduplicationofeffortandfocusonthethingsthatmaketheirdistributionspecial.\r\n\r\nAlargepartofthebasictoolsthatfillouttheoperatingsystemcomefromtheGNUproject;hencethenames:GNU/Linux,GNU/kFreeBSD,andGNU/Hurd.Thesetoolsarealsofree.\r\n\r\nDebiancomeswithover51,000packages,apackagemanager(APT),andotherutilitiesthatmakeitpossibletomanagethousandsofpackagesonthousandsofcomputersaseasilyasinstallingasingleapplication.Allofitfree.\r\n\r\nIt'sabitlikeatower.Atthebaseisthekernel.Ontopofthatareallthebasictools.Nextisallthesoftwarethatyourunonthecomputer.AtthetopofthetowerisDebian\u2014carefullyorganizingandfittingeverythingsoitallworkstogether.","url":"https://debian.org","logo":"//lh3.googleusercontent.com/jC07WJ0bFpZFV_QcSPsLCqV_qG0TYR1dHi_Zk9ZV6usiie35fQqXd2YQk3A0mZ53S3mGs0uXh6KbwcxKj0QuCD83UIGGag"},"author":{"@type":"Person","name":"diveshuttam"}},"1102":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ApacheBeam:TPC-DSBenchmarkforBeamSQL","description":"BeamhasanumberofclassicstreamingSQLbenchmarksknownas\"Nexmark\"codedupinbothrawJavaandalsoBeamSQL.\nSofar,expandingfunctionalityhasbeenthefocusofBeamSQLsothereislittleknownaboutperformance-weknowonlythatitisaprettystraightforwardmappingfromSQLtoBeamthatshouldworkOKalotofthetime.ItwouldbeinterestingtoseewherethebottlenecksarewhentheseSQLbenchmarksaretranslatedviaBeamSQLintoaBeampipelineandthenagaintranslatedtothenativecapabilitiesofe.g.SparkandFlink.","sponsor":{"@type":"Organization","name":"ApacheSoftwareFoundation","disambiguatingDescription":"Providingopensourcesoftwaretothepublicfreeofcharge","description":"TheFoundationprovidesanestablishedframeworkforintellectualpropertyandfinancialcontributionsthatsimultaneouslylimitscontributorspotentiallegalexposure.Throughacollaborativeandmeritocraticdevelopmentprocess,Apacheprojectsdeliverenterprise-grade,freelyavailablesoftwareproductsthatattractlargecommunitiesofusers.ThepragmaticApacheLicensemakesiteasyforallusers,commercialandindividual,todeployApacheproducts.","url":"https://apache.org","logo":"//lh3.googleusercontent.com/Ts05O7XpiUbt2I8JQlpAp2lVKVTRp-dsfu0FH9-FJouJud6XN6jSlkdnoBfiTE31BnIl8j75CXTF2RLgvhdPQC6s5COZFmDH"},"author":{"@type":"Person","name":"KaiJiang"}},"1103":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"TRAINSEMISSIONCALCULATIONANDBETTERERRORDETECTION","description":"IproposetoimplementTrainsEmissionforCarbonFootprintExtension,currently,itisimplementedonlyfor5sources(ofFrance),IintendtoimplementitforIndia,UK,USA,Australlia,Europeancountries(includingnorway,germany,italy,sweden,greece),Canada.Ialsointendtoimprovetheerrordetectionsystemofextensionandstartintegratingbusservicesonsiteslikekayak.","sponsor":{"@type":"Organization","name":"AOSSIE-AustralianOpenSourceSoftwareInnovationandEducation","disambiguatingDescription":"AustralianUmbrellaOrgforOpen-SourceProjects","description":"WeareanAustraliannot-for-profitumbrellaorganizationforopen-sourceprojects.Webelievetheopen-sourcephilosophyprovidesaresource-efficientchanneltotransferknowledgeandachieveinnovationandeducation.\n\nIn2018,weofferthefollowingprojects:\n\n***Agora**(Scala):alibraryofvotecountingalgorithmsfordemocraticelections.\n***Scavenger**(Scala):anautomatedtheoremproverforfirst-orderlogic.\n***MindtheWord**(JavaScript,HTML,CSS):abrowserextensionthathelpsuserstolearnnewlanguages.\n***CarbonFootprint**(JavaScript,HTML,CSS):abrowserextensionthatraisesenvironmentalawarenessregardingC02emissions.\n***CarbonFootprint-MobileApp**(ReactNative,Android,iOS):amobileappthatraisesenvironmentalawarenessbytrackinguseractivityandcalculatingcarbonfootprints.\n***CarbonFootprint-API**(JavaScript(Node.JS),MongoDB):ARESTAPIthatcalculatesCarbonFootprintsofanythingmeasurable.\n***ComputationalPhilosophy**(Isabelle):formalizationsofphilosophicaltheoriesandargumentstowardscomputer-assistedmetaphysics,asenvisagedbyLeibniz.\n***Stardroid(a.k.aGoogleSkyMaps)**(Android/iOS):SkyMapisahand-heldplanetariumforyourAndroiddevice.Canbeusedtoidentifystars,planets,nebulaeandmore.\n***CrowdAlert**(ReactNative,Android,iOS):across-platformmobileapplicationthatallowsuserstopostandviewincidentsaroundthem.\n\nWehaveadiversegroupofmentors,includingGSoCstudentsfrompreviousyearswhodecidedtobecomelong-termcontributorsaswellasacademicswithextensiveexperienceinsupervisingundergraduate,M.Sc.andPh.D.studentsonthesesandprojects,whoseresultsareoftenpublishedandpresentedinthemostprestigiousconferencesofourresearchfields.\n\nWearelookingforexcellentstudentswhoareinterestedinbecominglong-termcollaboratorsinourprojects.IfyouareaprospectivestudentinterestedindoingyourGSoCprojectwithus,dropusalineandstartcontributing.","url":"http://aossie.org/","logo":"//lh3.googleusercontent.com/JlCbheGbtH098VfiQYQT-QuE-dslLBbYnT1lN03mAfmtvKHrpul5oQN2q00_O9djfH5eju5XUqxoBS1eWVjsnvjnmkr7MxA"},"author":{"@type":"Person","name":"nveenjain"}},"1104":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"AFEniCSwrapperinJulia","description":"WecontinueworkdoneonaFEniCSwrapperinJulia.Wefurtheroptimizeit,andaddmorefunctionality,souserscanaccessaricherAPI,andsolveharderandmorecomplexproblems.WewillalsocreatesometoolboxesforcommonPDE-problems,suchthatitmakesiteasier,forpeopletousestraightoutoftheboxtogetasolution,withoutrelyingonknowingthenecessarymathematicalbackground,toderivethevariationalform.","sponsor":{"@type":"Organization","name":"NumFOCUS","disambiguatingDescription":"OpenCode=BetterScience","description":"NumFOCUSsupportsandpromotesworld-class,innovative,opensourcescientificsoftware.Mostindividualprojects,eventhewildlysuccessfulones,findtheoverheadofanon-profittobetoolargefortheircommunitytobear.NumFOCUSprovidesacriticalserviceasanumbrellaorganizationforthisprojects.\r\n\r\nThefollowingprojectswillbeparticipatingundertheNumFOCUSumbrella:\r\n\r\n-[Cantera](http://cantera.org/)-Canteraisalibrarytosolveproblemsinvolvingthermodynamics,chemicalkinetics,andtransport.\r\n-[conda-forge](https://conda-forge.org)-Acommunityledcollectionofrecipes,buildinfrastructureanddistributionsforthecondapackagemanager.\r\n-[DataRetriever](http://www.data-retriever.org)-TheDataRetrieverisapackagemanagerfordata.\r\n-[FEniCSProject](https://fenicsproject.org)-FEniCSisanautomatedfiniteelementlibraryusedtosolveequationsusedinmodeling,featuringadomain-specificlanguageandautomatedcodegeneration.\r\n-[Gensim](https://github.com/RaRe-Technologies/gensim)-\"TopicModellingforHumans.\"Gensimisanopen-sourcePythonlibraryfortopicmodelling,documentindexingandsimilarityretrievalwithlargecorpora.\r\n-[Julia](https://julialang.org)-Juliaisahigh-level,high-performancedynamicprogramminglanguagefornumericalcomputing.Itprovidesasophisticatedcompiler,distributedparallelexecution,numericalaccuracy,andanextensivemathematicalfunctionlibrary.\r\n-[MDAnalysis](https://www.mdanalysis.org)-MDAnalysisisaPythonlibrarytoanalyzetrajectoriesfrommoleculardynamics(MD)simulations.\r\n-[PyMC3](http://docs.pymc.io)-PyMC3isapythonmoduleforBayesianstatisticalmodelingandmodelfittingwhichfocusesonadvancedMarkovchainMonteCarloandvariationalfittingalgorithms.\r\n-[Stan](http://mc-stan.org)-Stanisaprobabilisticprogramminglanguagefordataanalysis,enablingautomaticinferenceforalargeclassofstatisticalmodels.\r\n-[Shogun](http://shogun.ml)-Shogunisandopen-sourcemachinelearninglibrarythatoffersawiderangeofefficientandunifiedmachinelearningmethods.\r\n-[yt](http://yt-project.org)-ytisacommunity-developedanalysisandvisualizationtoolkitforexaminingdatasetsinavarietyofscientificdisciplines.\r\n\r\nVisitour[page](https://github.com/numfocus/gsoc)formoreinformation.","url":"https://www.numfocus.org","logo":"//lh3.googleusercontent.com/HVjtQ2I4zfHth4wsGMFWynoFYktTBGviap7IKNbbXqj_jUjs0xBKayi8mvVv4gYe3g3wstalV3dG2UdmWSbYMOA0uG84uPw"},"author":{"@type":"Person","name":"YiannisSimillides"}},"1105":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ImagingTools","description":"DeepChemhasbeengreatlibraryfortheapplicationofdeeplearningfordrug/chemicaldiscovery.AsofnowthereisnoimagingmodelsimplementedinDeepChemthatwouldfacilitatetheuseofmedicaldata(likeimagesofbrainscans,orUltraSoundimagesetc).ThisprojectproposestobuildanAPIfordataaugmentationforimagingwhichinrecenttimeshasshowntomakemodelsinvariantslightdatatransformationslikerotation,translation,noiseetc.andaswellastobuild2models:onebeingtheU-Netforbio-medicalimagesegmentationandtheotherbeingtheResNet-50model(trainedontheimagenet),thatwouldallowusers/researcherstousethesepre-trainedmodelsandextendittoimplementtheirownnetworkswithmuchease.","sponsor":{"@type":"Organization","name":"OpenChemistry","disambiguatingDescription":"AdvancingOpenSourceandOpenScienceforChemistry","description":"TheOpenChemistryprojectisacollectionofopensource,crossplatformlibrariesandapplicationsfortheexploration,analysisandgenerationofchemicaldata.Theorganizationisanumbrellaofprojectsdevelopedbylong-timecollaboratorsandinnovatorsinopenchemistrysuchastheAvogadro,cclib,OpenBabel,3DMol.js,andRDKitprojects.Thefirstthreealonehavebeendownloadedover900,000timesandcitedinover2,000academicpapers.Ourgoalistoimprovethestateoftheart,andfacilitatetheopenexchangeofchemicaldataandideaswhileutilizingthebesttechnologiesfromquantumchemistrycodes,moleculardynamics,informatics,analytics,andvisualization.","url":"https://openchemistry.org/","logo":"//lh3.googleusercontent.com/BLtUXRdmCUvAfn4DZDP3jZHPuvH8i7O9PEDViyk5m5j-3MM8he2yhaTtxjEix_DNZ-CBahfLVPUTNr6XfyDONaXXss1WGXo"},"au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nthesesandprojects,whoseresultsareoftenpublishedandpresentedinthemostprestigiousconferencesofourresearchfields.\n\nWearelookingforexcellentstudentswhoareinterestedinbecominglong-termcollaboratorsinourprojects.IfyouareaprospectivestudentinterestedindoingyourGSoCprojectwithus,dropusalineandstartcontributing.","url":"http://aossie.org/","logo":"//lh3.googleusercontent.com/JlCbheGbtH098VfiQYQT-QuE-dslLBbYnT1lN03mAfmtvKHrpul5oQN2q00_O9djfH5eju5XUqxoBS1eWVjsnvjnmkr7MxA"},"author":{"@type":"Person","name":"VibhavAgarwal"}},"1114":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"GSoCProposalforQuillAccessibilityAudit","description":"Quill.orgwasbuiltprimarilyforuseintheclassroom,wheremanyeducatorsandstudentshaveaccesstoChromebooksorotherlaptops.Inthemodernera,wherepeopleareincreasinglyattemptingtousethesitefromtheirmobiledevices(accordingtousagedata),itwouldbegreatforatleastsomeofthewebsite'sprimaryfunctionalitytobeproperlyaccessiblefromamobiledevice.Myworkwillbetoenhancetheaccessibilityofthewebsiteincreasingefficiencyandperformanceofthesiteoverall.","sponsor":{"@type":"Organization","name":"Quill.org","disambiguatingDescription":"Helpingmillionsoflearnersbecomebetterwritersandcriticalthinkers","description":"#WhatisQuill.org?\nQuill.orgisaneducationtechnologynonprofitthathelpsover750,000learnersaroundtheworldimprovetheirwritingandcriticalthinkingskillsthroughinnovativetechnologicalapproaches.We'regratefultohavesupportfromorganizationsliketheBill&MelindaGatesFoundation,Google.org,andAT&TFoundation.\n\n#ImprovingEducationwithInnovativeTechnology\nQuillwasrecentlyfeaturedin[FastCompany](https://www.fastcompany.com/40458272/this-machine-learning-powered-software-teaches-kids-to-be-better-writers)andthe[GoogleMachineLearningblog](https://blog.google/topics/machine-learning/quillorg-better-writing-machine-learning/)forourworkapplyingcutting-edgemachinelearningtechniquestohelpinglearnersbecomebetterwritersandcriticalthinkers.Weleveragethistechnologyalongsideaprovencurriculumoflearningtechniquesfromtopeducationalresearchers.\n\nLearnersbeginbycompletinga[diagnosticactivity](https://www.quill.org/tools/diagnostic)thatprovidesthelearningmanagementsystemenoughinformationtopredictwherethestudentisstrongandwheretheyneedimprovement.Then,teacherscanassignfollowupactivitiesthatprovidepracticetargetedspecificallytowherethestudentisfallingshort.(Thereareeven[specialversionsofthediagnostic](https://medium.com/writing-with-quill/quill-org-launches-ell-diagnostic-ac2dd65de692)forEnglishlanguagelearnerswhosefirstlanguagesareSpanish,Mandarin,French,Vietnamese,Arabic,andHindi.)\n\nQuillhasavarietyofactivitytypes,including[areal-timeclassroomlessonsmode](https://www.quill.org/tools/lessons),[asentenceconstructiontool](https://www.quill.org/tools/connect),[aproofreadingpracticetool](https://www.quill.org/tools/proofreader)and[agrammarpracticetool](https://www.quill.org/tools/grammar).\n\nEachtoolhasassociatedalgorithmsforassessingandprovidingtargetedfeedbackinresponsetostudentsubmissions.Thesealgorithmsutilizerules-basedlogic,naturallanguageprocessing,andmachinelearning.\n\n#What'sNext?\n\nUpuntilnow,Quillhasprimarilybeenbuiltasatoolforeducatorstousewiththeirstudents.ThismeansthatQuilldoesnotcurrentlyhaveaself-studymodeforlearnerswhoarenotinaclassroomsetting.We'reexcitedfortheGSoCcommunitytohelpleverageQuill'sprogresssofarintoalearningtoolthatcanassistmillionsoflearnersaroundtheworldwhodeservebettereducation.","url":"https://quill.org","logo":"//lh3.googleusercontent.com/xb52vhYNsuo9ZCw2a5cSKmpPuq6LpCSQABJLArsH6_JJRm2zkNfYrpzQ5gZZRpgXV8dNoTmo9lbTtwJ8a2wMzZhYRK0zBFI"},"author":{"@type":"Person","name":"JashanPreetSingh"}},"1115":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"RenderingComplexGeneticDesignwithDNAplotlibforaBeautifulVisualizationofGeneticCircuit","description":"Visualizinggeneticcircuitsisessentialinthefieldofsyntheticbiology.Thesegeneticdesignsofteninvolvecomplexrepresentationofmodularandhierarchicalbiosystems.TherepresentationsarestandardizedthroughtheSyntheticBiologyOpenLanguage(SBOL)intheformofglyphs.Tomakethevisualizationofbiocircuitsmoreefficientandamenabletoautomation,mygoalistoupgradeDNAplotlibtosupporthighlycustomizablevisualizationsofgeneticcircuitsfromSBOLversion2files.\nIwillachievethisbyintegratingDNAplotlibwiththepySBOL2librarytosupportreadingandwritingofSBOL2files.ThecurrentDNAplotlibonlysupportSBOL1.0documentation,andthusisonlycapableofmanifestingDNAcomponentsconsistedofDNAsequenceandsequenceannotation.Itcannotrepresentcomplexinteractionsbetweendifferentsubcomponents,andthushaspoorconnectivitywithothergeneticplatforms.Throughmyworkthissummer,DNAplotlibwill(1)incorporatenon-DNAcomponents/partiallycompletedesignsequences(2)documentandlinktoexternalmodelssuchasSBMLandCellML(3)visualizehierarchicalandmodularbiosystems(4)savecustomizationintoSBOLfile.","sponsor":{"@type":"Organization","name":"NationalResourceforNetworkBiology(NRNB)","disambiguatingDescription":"Developingop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n\u201cLibVMIisaClibrarywithPythonbindingsthatmakesiteasytomonitorthelow-leveldetailsofarunningvirtualmachinebyviewingitsmemory,trappingonhardwareevents,andaccessingthevCPUregisters\u201d\n\nThegoalofthisprojectistoaddBareflankdrivertoLibVMIandobservememoryeventsinthehypervisorsothattheVMIresearcherscandointrospectiononthehypervisorthattheybuiltwithBareflank.","sponsor":{"@type":"Organization","name":"TheHoneynetProject","disambiguatingDescription":"TheHoneynetProject-R&DforHoneypot/HoneynetTechnologyandInfoSecResearch","description":"Foundedin1999,TheHoneynetProjectisaninternational,non-profit(501c3)researchorganizationdedicatedtoimprovingthesecurityoftheInternetatnocosttothepublic.\n\nOurachievementsarebasedontheprinciplesofopensourceandvolunteerefforts,withallsoftwareorpaperscreatedbeinglicensedasopensourceandmadefreelyavailabletothecommunity.\n\nWehelpcoordinatethedevelopment,deployment,advancementandresearchfindingsofhoneypotandanti-malwarerelatedtechnologies.Withover45internationalchapters,350membersand30opensourceresearchprojectsaroundaroundtheworld,weareamature,highlydiverseandinternationalorganization.\n\nSimplyput,ourgoalistomakeadifference.Weaccomplishthisvia:\n\nAwareness-WeraiseawarenessofthethreatsandvulnerabilitiesthatexistintheInternettoday.Manyindividuals&organizationsdonotrealizetheyareatarget,norunderstandwhoisattackingthem,how,orwhy.Weprovidethisinformation,sopeoplecanbetterunderstandthattheyareatarget,andunderstandthebasicmeasurestheycantaketomitigatethesethreats.ThisisprovidedthroughourKnowYourEnemyseriesofpapers.\n\nTools-Fororganizationsinterestedincontinuingtheirownresearchaboutcyberthreats,weprovidethetoolsandtechniqueswehavedeveloped.Alltoolsarespecificallylicensedopensource.Organizationsallovertheworlduseourtools.\n\nInformation-Inadditiontoraisingawareness,weprovidedetailstobettersecureassets.Historically,informationaboutattackershasbeenlimitedtothetoolstheyuse.Weprovidecriticaladditionalinformation,suchastheirmotivesinattacking,howtheycommunicate,whentheyattacksystemsandtheiractionsaftercompromisingasystem.WeprovidethisservicethroughourKnowYourEnemywhitepapersandourperiodicScanoftheMonthchallenges.\n\nTheHoneynetProjectusesGSoCasaincubatorfornewR&Dprojects,andtorecruitactivenewmembers.","url":"https://honeynet.org/","logo":"//lh3.googleusercontent.com/kWqF0bT_hHDVRLhg2pJhsFghmGZEWTTIqBSe5XOZKNDMyObRv__UjSH8d-Sf6eqvBxglXqtAD3u93Qzgqbv9vz4B_0-IXJo"},"author":{"@type":"Person","name":"BodduManoharReddy"}},"1158":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"ExpandingthereceivertoBeidouB2a","description":"ThecurrentGNSS-SDRplatformisasoftwaredefinedreceiverthatsupportsGPS,GLONASS,andGALILEOGNSSsignals.ItalsopartiallysupportsBeidousignals,butthisislimitedtotheBeidouB1lsignal.ThisproposalwillexpandthesoftwarereceivertoaccommodateacquisitionandtrackingofBeidouB2asignalsthatwouldfurtherexpandthereceiver'scapabilitiesinfacilitatingresearchonmulti-constellationandmulti-frequencyreceiversworkingwithrealsignals.Inaddition,thedemodulationofthenavigationmessageswillopenthedoortoinnovationinmulti-constellationreceivers,addressingtopicssuchasintegrity,reliability,robustness,enhancedcoverage,andhigh-accuracypositioning.Furthermore,theintegrationofBeidouobservablesintothepositionvelocitytimesolutionwillallowtheachievementoftheaforementioneddiverserangeofapplicationsandcomponents.","sponsor":{"@type":"Organization","name":"GNSS-SDR","disambiguatingDescription":"AnopensourceGlobalNavigationSatelliteSystemssoftware-definedreceiver","description":"GNSS-SDRisanopensourceGlobalNavigationSatelliteSystemssoftwarereceiver,writteninC++,thatisabletoworkeitherfromrawsignalsamplesstoredinafile,orinreal-timewitharadio-frequencyfront-endassignalsource,andperformsallthesignalprocessinguntiltheobservablecomputationandPosition-Velocity-Timesolution.Itsmodularityallowsuserstopopulatetheframeworkwiththeirownalgorithms,allowingtoputthefocusonthesignalprocessingimplementationwithoutworryingabouthowtoembedthatalgorithminawholeGNSSreceiver.ItalsomakespossiblefairperformancebenchmarksusingrealGNSSsignals,anditsopensourcelicenseallowsfreedownloading,useandcodeinspection.\nTheproposedsoftwarereceivertargetsmulti-constellation/multi-frequencyarchitectures,pursuingthegoalsofefficiency,modularity,interoperability,andflexibilitydemandedbyuserdomainsthatrequirenon-standardfeatures,suchasearthobserversorgeodesists,andallowingapplicationssuchastheobservationoftheionosphere,GNSSreflectometry,signalqualitymonitoring,spaceweather,andhigh-accuracypositioningbasedoncarrier-phasenavigationtechniques.Inthisproject,wefocusonsignalprocessing,understoodastheprocessbetweentheADCandthecomputationofcodeandphaseobservables,includingthedemodulationofthenavigationmessage.Wepurposelyomitdataprocessing,understoodasthecomputationofthenavigationsolutionfromtheobservablesandthenavigationmessage,sincethereareanumberofwell-establishedlibrariesandapplicationsforthat(alsointheopensourceside,suchasGPSTkorRTKLIB).","url":"http://gnss-sdr.org/","logo":"//lh3.googleusercontent.com/Unsxtmm85To4Q3RItnMY3GLcKHCd4v1MzqaTktEUMF-i8ZcCYfee5nWf9JCxLm-S_tROnNj10euUb9UU3gUsnTloEQbdEiw7"},"author":{"@type":"Person","name":"Dong-KyeongLee"}},"1159":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"FixingBugsinBoneScriptandImproveBeagleBoneUI","description":"BoneScriptisanexistingNode.jslibraryspecificallyoptimizedfortheBeaglefamilyandfeaturingfamiliarArduinofunctioncalls,exportedtothebrowser.TheBoneScriptlibraryprovidesseveralfunctionsforeasyinteractionwithhardwarewhichotherwisewouldhaverequiredtheuserstomanipulatetheSysFsfilesdirectly(assuminguseofnootherlibraries),whichisobviouslyconfusingforabeginner-leveluser.\n\nBoneScriptlibraryeventhoughbeingwidelyusedbyBeagleBoneusershascompatibilityissuesacrossboards,somebugsandunfinishedfeatures.Theprimaryaimofmyprojectistosolvemostoftheopenissuesreportedandaddsomemorefeatureswhichwillbeofbenefittotheusers.\n\nAsecondaryobjectiveofmyprojectistoaddImprovementstotheBeagleBoneUserInterfacetoprovideasimilarinterfaceforPocketBeaglethatcanalsosupporttheBaconBitscapeexamples,soastoprovidePocketBeaglebeginnersaGraphicalUserInterfacefromwhichtheycantryouttheexamplecodeseasily(similartoBBUI).\n\nDetailedProposalat:https://elinux.org/BeagleBoard/GSoC/fix-bugs-bonescript","sponsor":{"@type":"Organization","name":"BeagleBoard.orgFoundation","disambiguatingDescription":"Openhardwareandsoftwareforphysicalcomputing","description":"BeagleBoard.orgisanopensourcecommunityofexperiencedhackers,hobbyistsandengineerswhoareenthusiasticaboutbuildingpowerful,openARM-basedsystemscompletelyprogrammablethroughyourwebbrowser.BeagleBoard.org\u2019svisionistoimproveaccesstosmall,low-powercomputingplatformsthatcanbeembeddedintonewcreationsusingeasytousedevelopmenttools,suchasitsself-hosted,web-basedIDE.ThehardwaredesignsofallBeagleboardsareopensourcewithallschematics,bills-of-materials,layouts,etc.sharedforbuildingotherdevices.Thesoftwareisalsoopensourceandisgeneratedbythecommunity.Compilertoolsarefreeandtheboardsareavailableatalowcost.\n\nBoardswillbeprovidedforfreetoanystudentparticipatinginaBeagleBoard.org-relatedGSoCproject.","url":"https://beagleboard.org","logo":"//lh3.googleusercontent.com/0KV2X3MQLYVzkm0r1QIZTec1nZe2LmGqhJt7FmxAD7D7booJnpoV_zcieTmJdPer0VO1hjjzXKy-1AyVhiQPuyZkVgAWRQ"},"author":{"@type":"Person","name":"VAISHNAVM.A"}},"1160":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"BiodiversityDataUtilities","description":"TheaimoftheprojectistoimprovethecurrentfunctionalityofexistingdatamanagementandcleaningpackagesforBiodiversityinRandintegratesomenewfeatureswhichwouldfacilitateeasierbiodiversitydataanalysis.TheprojectrevolvesaroundbuildingsomekeyfunctionalitiesliketoolsfordetectingoutliersandbuildingrobusttaxonomicworkflowswiththehelpofparallelcomputinginR.","sponsor":{"@type":"Organization","name":"Rprojectforstatisticalcomputing","disambiguatingDescription":"Risafreesoftwareenvironmentforstatisticalcomputingandgraphics","description":"Risanintegratedsuiteofsoftwarefacilitiesfordatamanipulation,calculationandgraphicaldisplay.Itincludes\n\n-aneffectivedatahandlingandstoragefacility,\n-asuiteofoperatorsforcalculationsonarrays,inparticularmatrices,\n-alarge,coherent,integratedcollectionofintermediatetoolsfordataanalysis,\n-graphicalfacilitiesfordataanalysisanddisplayeitheron-screenoronhardcopy,and\n-awell-developed,simpleandeffectiveprogramminglanguagewhichincludesconditionals,loops,user-definedrecursivefunctionsandinputandoutputfacilities.\n\nManyusersthinkofRasastatisticssystem.Weprefertothinkofitofanenvironmentwithinwhichstatisticaltechniquesareimplemented.Rcanbeextended(easily)viapackages.ThereareabouteightpackagessuppliedwiththeRdistributionandmanymoreareavailablethroughtheCRANfamilyofInternetsitescoveringaverywiderangeofmodernstatistics.\n\nTheterm\u201cenvironment\u201disintendedtocharacterizeitasafullyplannedandcoherentsystem,ratherthananincrementalaccretionofveryspecificandinflexibletools,asisfrequentlythecasewithotherdataanalysissoftware.\n\nR,likeS,isdesignedaroundatruecomputerlanguage,anditallowsuserstoaddadditionalfunctionalitybydefiningnewfunctions.MuchofthesystemisitselfwrittenintheRdialectofS,whichmakesiteasyforuserstofollowthealgorithmicchoicesmade.Forcomputationally-intensivetasks,C,C++andFortrancodecanbelinkedandcalledatruntime.AdvanceduserscanwriteCcodetomanipulateRobjectsdirectly.\n\nRhasitsownLaTeX-likedocumentationformat,whichisusedtosupplycomprehensivedocumentation,bothon-lineinanumberofformatsandinhardcopy.","url":"https://www.r-project.org/","logo":"//lh3.googleusercontent.com/qlSB2E0SDXNNVPijKF7LCK1m18Xaot9bQMfoRQWJ76diI85bMOHBaQvr20X3PH-NZplzFSlakZQdAnKWtzBkOzVAT9YXqnSr"},"author":{"@type":"Person","name":"AshwinAgrawal"}},"1161":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"MultiProngedApproachtoTextAnonymization","description":"Inthisproject,IseektoadoptvariousapproacheslikeNERbasedidentifiertagging,TF-IDFscorebasedquasi-identifiert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amodernsource-andtarget-independentoptimizer,alongwithcodegenerationsupportformanypopularCPUs.TheselibrariesarebuiltaroundawellspecifiedcoderepresentationknownastheLLVMintermediaterepresentation(\"LLVMIR\").\n*Clangisan\"LLVMnative\"C/C++/Objective-Ccompiler,whichaimstodeliveramazinglyfastcompiles,extremelyusefulerrorandwarningmessagesandtoprovideaplatformforbuildinggreatsourceleveltools.TheClangStaticAnalyzerisaclang-basedtoolthatautomaticallyfindsbugsinyourcode.\n*TheLLDBprojectbuildsonlibrariesprovidedbyLLVMandClangtoprovideagreatnativedebuggerontopofClangandLLVMlibraries.\n*Thelibc++andlibc++ABIprojectsprovideastandardconformantandhigh-performanceimplementationoftheC++StandardLibrary.\n*Thepollyprojectimplementsasuiteofcache-localityoptimizationsaswellasauto-parallelismandvectorizationusingapolyhedralmodel.\n*Thelldprojectaimstobethebuilt-inlinkerforclang/llvm.Currently,clangmustinvokethesystemlinkertoproduceexecutables.\n\nInadditiontoofficialsubprojectsofLLVM,thereareabroadvarietyofotherprojectsthatusecomponentsofLLVMforvarioustasks.","url":"http://llvm.org","logo":"//lh3.googleusercontent.com/DBWjJG0U8zHLJxff5uZpE36V0p7XuSkaE8RWMYUeabVcmP5cyPlviIKCW3-rNCp_9hD37sEOT6Qks4YgHhGLiWLDD1cnVlCu"},"author":{"@type":"Person","name":"PiotrPadlewski"}},"1188":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"VLClibplacebointegration","description":"See:https://wiki.videolan.org/SoC_2018/#libplacebo_integration_and_improvement\n\nMyprimarygoalwillbemakinglibplaceboreadyforproductionwithvulkanandintegratinglibplaceboandvulkansupportintoVLCasavout,withallconfigurationparametersexposedasGUIoptions.\n\nIfIhaveremainingtimeafterthat,mysecondarygoalwillbeworkingongettingOpenGLsupportintolibplacebosowecanmakethevout_placeboalsouseGLonplatformswherevulkanisunsupported.","sponsor":{"@type":"Organization","name":"VideoLAN","disambiguatingDescription":"OpenSourceMultimediaeverywhere","description":"TheVideoLANprojectisleadandcomposedofateamofvolunteers,thatbelievesinthepowerofopensourcewhendealingwithmultimedia.\n\nWeareknownfordevelopingandpublishingthewidelyusedVLCmediaplayerplayingalmosteverythingeverywhere.Additionally,weprovideadvancedtoolsformultimediaprocessingaswellaslibrariesforuseinthirdpartyapplications.\n\nOurlatestadditiontoourconefamilyistheVideoLANMovieCreator,anon-linearmovieeditorbasedonVLCtechnologyandinthespotlightofthisyear'sGSoCparticipationalongsideinterestingportstoembeddedandmobiledevices.","url":"https://www.videolan.org","logo":"//lh3.googleusercontent.com/2LcJbfKqNQTly5thdKhej7Vy5R3STwSh02PtjXTR6ZUOqOzMicbN2eHp_wAiTTIoN108eLm-LYIvnIN15nVxAZywWGNw7VAv"},"author":{"@type":"Person","name":"NiklasHaas"}},"1189":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"WebSocketsActiveScanning","description":"FormycontributiontotheZAPIamgoingtoimplementanactivewebsocketscan.Specifically,IwilldevelopanextensionforWebSocketadd-onbyaddingsomeActiveScans.TheActivescanwillincludeteststowebapplicationinSQLInjectionsvulnerabilities.ToaccomplishmyideaIwilltestwebapplicationusingTimeBasedtechniques.\nAnothersignificantvulnerabilityisthattheWebSocketprotocoldoesn\u2019thandleauthentication.Practicallythismeansthat,aWebSocketopenedfromapagebehindauthenticationdoesn\u2019t\u201cautomatically\u201dreceiveanysortofauthentication.Thatmakespossibletoestablishaconnectionwithoutauthenticationmakinguseofhttpandoriginheadersfieldoftheclient.SomeotherposibleattacksandscansatWebSocketsaretheclassicbruteforceattack,LocalandRemotefileinclusion,theStoredandReflectedCross-SiteScripting.Iamgoingtoimplementsomeoftheabovescans,(asmoreaspossible)startingwithSQlsInjections.Istronglybelievethatwecouldeasilyaddthescansifthebasicinfrastructurewasbuild.Aditional,theextensionswillcomewithappropriateuserinterfaceandAPI.","sponsor":{"@type":"Organization","name":"OWASPFoundation","disambiguatingDescription":"OWASP,TheOpenWebApplicationSecurityProject.","description":"TheOWASPFoundationcameonlineonDecember1st2001itwasestablishedasanot-for-profitcharitableorganizationintheUnitedStatesonApril21,2004toensuretheongoingavailabilityandsupportforourworkatOWASP.OWASPisaninternationalorganizationandtheOWASPFoundationsupportsOWASPeffortsaroundtheworld.OWASPisanopencommunitydedicatedtoenablingorganizationstoconceive,develop,acquire,operate,andmaintainapplicationsthatcanbetrusted.AlloftheOWASPtools,documents,forums,andchaptersarefreeandopentoanyoneinterestedinimprovingapplicationsecurity.Weadvocateapproachingapplicationsecurityasapeople,process,andtechnologyproblembecausethemosteffectiveapproachestoapplicationsecurityincludeimprovementsinalloftheseareas.Wecanbefoundatwww.owasp.org.\n\n\nOWASPisanewkindoforganization.Ourfreedomfromcommercialpressuresallowsustoprovideunbiased,practical,cost-effectiveinformationaboutapplicationsecurity.OWASPisnotaffiliatedwithanytechnologycompany,althoughwesupporttheinformeduseofcommercialsecuritytechnology.Similartomanyopen-sourcesoftwareprojects,OWASPproducesmanytypesofmaterialsinacollabor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erseionosphericevents(ex:solarstorms),therebysafeguardingcriticalcommunication,energyandnavigationinfrastructure.\n\nTwodeeplearningmodelsareproposedforpredictionofTECmaps,namely,BoLN(BoostedLSTMNetwork)andST-ResNet(SpatioTemporalResidualNetwork).BoLNisdesignedonLSTM(LongShortTermMemory)andboostedwitheffectivefeatureextractionofpreviousTECmapsusingCNNs(ConvolutionalNeuralNetworks),andexogenousdata(ex:DST,AE,SYM-H,ASY-HIndexdataandOMNIdata)usingAutoencoders.BoLNexploitsspatialmaprelationshipsthroughCNNsandlongtermdependenciesthroughLSTM.\n\nInST-ResNet,aResidualNetworkisoperatedona3Dvolumeofdata(stackofpreviousTECmaps)tocapturetemporaldependencies(byconvolvingalongdepth)andspatialdependencies(byconvolvingalongwidthandheight)toproducetheforecastedimage.ST-ResNethasneverbeenadaptedandappliedtoSpaceSciencedata,leavingenoughroomforresearch.","sponsor":{"@type":"Organization","name":"Space@VirginiaTech","disambiguatingDescription":"Space@VTisdevotedtotheinvestigationofthespaceenvironment.","description":"ThemissionofSpace@VTistoprovideforefrontresearch,scholarship,instruction,andeducationaloutreachinthebroadfieldsofspacescienceandengineering.Akeyfocusoftheresearchandeducationaleffortwillbethescience,technologicalimpact,andutilizationofthegeo-spaceenvironment.\r\n\r\nSpace@VTstrivestoutilizeaholisticapproachtospaceresearchandspacemissiondevelopmentbycombiningtheory,modeling,observationandeducationthatemployadvancedcomputationaltechniques,spaceinstrumentandspacesystemsdevelopment,ground-basedinstrumentdevelopment,andexperimentaldataacquisition,analysisandinterpretationwithinaresearchprogramthatfullyinvolvesgraduateandundergraduatestudents.\r\n\r\nSpace@VTfocusesonbothgraduateandundergraduateeducationinthebroadfieldsofspacescienceandengineering.Space@VTpreparesstudentstobecomeleadersintheirchosenfieldswhethertheyareintheprivate,government,oracademicsectors.Space@VTeducatesuniversitystudentstomakeimportantcontributionstosocietyasawhole.\r\n\r\nSpace@VTworkstowardsengagingunderrepresentedgroupsinscienceandengineeringingeneralandspacescienceandengineeringinparticular.Thisengagementincludesprovidingresearchandeducationalopportunitiesandexperiencesformiddleschool,highschool,andcollegelevelunderrepresentedstudents.Space@VTalsodevelopsjointresearchandeducationalventureswithMinorityServingInstitutions(MSIs).\r\n\r\nThevisionofSpace@VTistobeapremierespaceresearchorganizationofinternationalcaliberadvancingthebroadresearch,educational,andoutreachmissionofVirginiaTech.","url":"http://space.vt.edu","logo":"//lh3.googleusercontent.com/gl3HuD344HF1RFX95v5QD9Ew_f0NOtfymO3gI4nQ5-mTTE5k0FrOpBXS-NiwJQNJl74ix4mIVWyVXcBht_93g3fXymDOkr1O"},"author":{"@type":"Person","name":"SnehaSinghania"}},"1193":{"@context":"http://schema.org","@type":"SoftwareSourceCode","name":"PasswordKeeperServiceProposal","description":"Theprojectentailsthespecification,design,implementationanddocumentationofaPasswordKeeperservicethatistobeintegratedtotheexistingTwisted+SoledadenvironmentintheLEAPproject.ImplementationoftheprojectisintendedtobedonefollowingaTest-DrivenDevelopmentmodel,inordertoensureahighertestcoverageandtobeabletoperformimplementationandtestingsub-tasksinparallel.Properdocumentationwillallowtheprojecttobemaintainedeasily.IamalsointerestedinmentoringforthisorganizationinfutureGSoCprojects(ifIamluckyenoughtobechosentohelpthemdevelopthepasswordkeeper)givenmypersonalinterestsintheprojectstheylead.","sponsor":{"@type":"Organization","name":"LEAPEncryptionAccessProject","disambiguatingDescription":"Wemakeencryptioneasytouse.","description":"LEAPisadedicatedtogivingallinternetusersaccesstosecurecommunication.Ourfocusisonadaptingencryptiontechnologytomakeiteasytouseandwidelyavailable.Wewanttomakeitpossibleforanyserviceprovidertoeasilydeploysecureservices,andforpeopletousetheseserviceswithoutneedingtolearnnewsoftwareorchangetheirbehavior.Theseservicesarebasedonopen,federatedstandards,butdoneright:theproviderdoesnothaveaccesstotheuser\u2019sdata,andweuseopenprotocolsinthemostsecurewaypossible.\n\nOntheserversidewehavecreatedtheLEAPPlatform,a\u201cproviderinabox\u201dsetofcomplementarypackagesandserverrecipesautomatedtolowerthebarriersofentryforaspiringsecureserviceproviders.Ontheclientside,wehavecreatedacross-platformapplicationcalledBitmaskthatautomaticallyconfiguresitselfonceauserhasselectedaproviderandwhichservicestoenable.Bitmaskprovidesalocalproxythatastandardemailclientcanconnectto,andallowsforeasyone-clickVirtualPrivateNetwork(VPN)service.\n\nTheLEAPemailsystemhasseveralsecurityadvantagesovertypicalencryptionapplications:ifnotalreadyencrypted,incomingemailisencryptedsothatonlytherecipientcanreadit;emailisalwaysstoredclient-encrypted,bothlocallyandwhensynchronizedwiththeserver;allmessagerelayamongserviceprovidersisrequiredtobeencryptedwhenpossible;andpublickeysareautomaticallydiscoveredandvalidated.Inshort,theBitmaskappoffersfullend-to-endencryption,quietlyhandlingthecomplexitiesofpublickeyencryptionandallowingforbackwardcompatibilitywithlegacyemail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diff --git a/benchmark_21/src/test/java/com/alibaba/fastjson2/benchmark/Gsoc2018Test.java b/benchmark_21/src/test/java/com/alibaba/fastjson2/benchmark/Gsoc2018Test.java
new file mode 100644
index 000000000..1e1c7d361
--- /dev/null
+++ b/benchmark_21/src/test/java/com/alibaba/fastjson2/benchmark/Gsoc2018Test.java
@@ -0,0 +1,23 @@
+package com.alibaba.fastjson2.benchmark;
+
+import com.alibaba.fastjson2.JSON;
+import org.apache.commons.io.FileUtils;
+import org.junit.jupiter.api.Test;
+
+import java.io.File;
+import java.net.URL;
+
+public class Gsoc2018Test {
+    @Test
+    public void test() throws Exception {
+        String[] paths = new String[] {
+                "data/simd-json/twitter.json", "data/simd-json/gsoc-2018.json", "data/simd-json/github_events.json"
+        };
+        for (String path : paths) {
+            URL resource = Thread.currentThread().getContextClassLoader().getResource(path);
+            File file = new File(resource.getFile());
+            byte[] str = FileUtils.readFileToByteArray(file);
+            JSON.parse(str);
+        }
+    }
+}
diff --git a/benchmark_21/src/test/java/com/alibaba/fastjson2/benchmark/JMH.java b/benchmark_21/src/test/java/com/alibaba/fastjson2/benchmark/JMH.java
new file mode 100644
index 000000000..912009d64
--- /dev/null
+++ b/benchmark_21/src/test/java/com/alibaba/fastjson2/benchmark/JMH.java
@@ -0,0 +1,7 @@
+package com.alibaba.fastjson2.benchmark;
+
+import org.openjdk.jmh.infra.Blackhole;
+
+public class JMH {
+    public static final Blackhole BH = new Blackhole("Today's password is swordfish. I understand instantiating Blackholes directly is dangerous.");
+}
diff --git a/benchmark_21/src/test/java/com/alibaba/fastjson2/benchmark/TwitterTest.java b/benchmark_21/src/test/java/com/alibaba/fastjson2/benchmark/TwitterTest.java
new file mode 100644
index 000000000..9d1c35018
--- /dev/null
+++ b/benchmark_21/src/test/java/com/alibaba/fastjson2/benchmark/TwitterTest.java
@@ -0,0 +1,38 @@
+package com.alibaba.fastjson2.benchmark;
+
+import com.alibaba.fastjson2.benchmark.simdjson.Twitter;
+
+import static com.alibaba.fastjson2.benchmark.JMH.BH;
+
+public class TwitterTest {
+    private static final Twitter benchmark = new Twitter();
+
+    public static void fastjson2_parse() {
+        for (int j = 0; j < 5; j++) {
+            long start = System.currentTimeMillis();
+            for (int i = 0; i < 1000; ++i) {
+                benchmark.fastjson2_parse(BH);
+            }
+            long millis = System.currentTimeMillis() - start;
+            System.out.println("Twitter-fastjson2_parse : " + millis);
+            // zulu21.32.17 247 234
+        }
+    }
+
+    public static void wast_parse() {
+        for (int j = 0; j < 5; j++) {
+            long start = System.currentTimeMillis();
+            for (int i = 0; i < 1000; ++i) {
+                benchmark.wast_parse(BH);
+            }
+            long millis = System.currentTimeMillis() - start;
+            System.out.println("Twitter-wast_parse : " + millis);
+            // zulu21.32.17 211
+        }
+    }
+
+    public static void main(String[] args) throws Exception {
+        fastjson2_parse();
+//        wast_parse();
+    }
+}
diff --git a/core/src/main/java/com/alibaba/fastjson2/JSONReader.java b/core/src/main/java/com/alibaba/fastjson2/JSONReader.java
index 6df3291d9..f28b2daba 100644
--- a/core/src/main/java/com/alibaba/fastjson2/JSONReader.java
+++ b/core/src/main/java/com/alibaba/fastjson2/JSONReader.java
@@ -446,6 +446,10 @@ public abstract class JSONReader
         return (context.features & MASK_IGNORE_NONE_SERIALIZABLE) != 0;
     }
 
+    public boolean hasAutoTypeBeforeHandler() {
+        return context.autoTypeBeforeHandler != null;
+    }
+
     public ObjectReader checkAutoType(Class expectClass, long expectClassHash, long features) {
         return null;
     }
@@ -4324,7 +4328,9 @@ public abstract class JSONReader
     protected static final long MASK_SUPPORT_AUTO_TYPE = 1L << 5;
     protected static final long MASK_SUPPORT_SMART_MATCH = 1L << 6;
     protected static final long MASK_TRIM_STRING = 1L << 14;
+    protected static final long MASK_ALLOW_UN_QUOTED_FIELD_NAMES = 1L << 17;
     protected static final long MASK_EMPTY_STRING_AS_NULL = 1L << 27;
+    protected static final long MASK_DISABLE_SINGLE_QUOTE = 1L << 31L;
     protected static final long MASK_DISABLE_REFERENCE_DETECT = 1L << 33;
 
     public enum Feature {
@@ -4352,7 +4358,7 @@ public abstract class JSONReader
         TrimString(MASK_TRIM_STRING),
         ErrorOnNotSupportAutoType(1 << 15),
         DuplicateKeyValueAsArray(1 << 16),
-        AllowUnQuotedFieldNames(1 << 17),
+        AllowUnQuotedFieldNames(MASK_ALLOW_UN_QUOTED_FIELD_NAMES),
         NonStringKeyAsString(1 << 18),
         /**
          * @since 2.0.13
@@ -4449,7 +4455,7 @@ public abstract class JSONReader
          * Feature that disables the support for single quote.
          * @since 2.0.53
          */
-        DisableSingleQuote(1L << 31L),
+        DisableSingleQuote(MASK_DISABLE_SINGLE_QUOTE),
 
         /**
          * @since 2.0.53
@@ -4518,6 +4524,21 @@ public abstract class JSONReader
         this.ch = (char) savePoint.current;
     }
 
+    final boolean checkNameBegin(int quote) {
+        long features = context.features;
+        if (quote == '\'' && ((features & MASK_DISABLE_SINGLE_QUOTE) != 0)) {
+            throw notSupportName();
+        }
+        if (quote != '"' && quote != '\'') {
+            if ((features & MASK_ALLOW_UN_QUOTED_FIELD_NAMES) != 0) {
+                readFieldNameHashCodeUnquote();
+                return true;
+            }
+            throw notSupportName();
+        }
+        return false;
+    }
+
     final JSONException notSupportName() {
         return new JSONException(info("not support unquoted name"));
     }
@@ -4534,6 +4555,10 @@ public abstract class JSONReader
         return new JSONException(info(message), cause);
     }
 
+    final JSONException error() {
+        throw new JSONValidException("error, offset " + offset + ", char " + (char) ch);
+    }
+
     final JSONException error(int offset, int ch) {
         throw new JSONValidException("error, offset " + offset + ", char " + (char) ch);
     }
diff --git a/core/src/main/java/com/alibaba/fastjson2/JSONReaderASCII.java b/core/src/main/java/com/alibaba/fastjson2/JSONReaderASCII.java
index 451403599..c740221c8 100644
--- a/core/src/main/java/com/alibaba/fastjson2/JSONReaderASCII.java
+++ b/core/src/main/java/com/alibaba/fastjson2/JSONReaderASCII.java
@@ -17,8 +17,6 @@ import static com.alibaba.fastjson2.util.JDKUtils.*;
 final class JSONReaderASCII
         extends JSONReaderUTF8 {
     final String str;
-    static final int ESCAPE_INDEX_NOT_SET = -2;
-    private int nextEscapeIndex = ESCAPE_INDEX_NOT_SET;
 
     JSONReaderASCII(Context ctx, String str, byte[] bytes, int offset, int length) {
         super(ctx, bytes, offset, length);
@@ -1359,7 +1357,7 @@ final class JSONReaderASCII
             if (index == -1) {
                 throw error("invalid escape character EOI");
             }
-            int slashIndex = indexOfSlash(bytes, offset, end);
+            int slashIndex = indexOfSlash(this, bytes, offset, end);
             if (slashIndex == -1 || slashIndex > index) {
                 offset = index + 1;
             } else {
@@ -1400,14 +1398,6 @@ final class JSONReaderASCII
         return readStringNotMatch();
     }
 
-    private int indexOfSlash(byte[] bytes, int offset, int end) {
-        int slashIndex = nextEscapeIndex;
-        if (slashIndex == ESCAPE_INDEX_NOT_SET || (slashIndex != -1 && slashIndex < offset)) {
-            nextEscapeIndex = slashIndex = IOUtils.indexOfSlash(bytes, offset, end);
-        }
-        return slashIndex;
-    }
-
     @Override
     protected final void readString0() {
         final byte[] bytes = this.bytes;
diff --git a/core/src/main/java/com/alibaba/fastjson2/JSONReaderUTF16.java b/core/src/main/java/com/alibaba/fastjson2/JSONReaderUTF16.java
index 95456c7af..c38aae59a 100644
--- a/core/src/main/java/com/alibaba/fastjson2/JSONReaderUTF16.java
+++ b/core/src/main/java/com/alibaba/fastjson2/JSONReaderUTF16.java
@@ -2353,56 +2353,6 @@ final class JSONReaderUTF16
         return getFieldName();
     }
 
-    @Override
-    public final boolean skipName() {
-        char quote = ch;
-        if (quote == '\'' && ((context.features & Feature.DisableSingleQuote.mask) != 0)) {
-            throw notSupportName();
-        }
-
-        if (quote != '"' && quote != '\'') {
-            if ((context.features & Feature.AllowUnQuotedFieldNames.mask) != 0) {
-                readFieldNameHashCodeUnquote();
-                return true;
-            }
-            throw notSupportName();
-        }
-
-        int offset = this.offset;
-        final char[] chars = this.chars;
-        for (; ; ) {
-            char ch = chars[offset++];
-            if (ch == '\\') {
-                ch = chars[offset];
-                offset += (ch == 'u' ? 5 : (ch == 'x' ? 3 : 1));
-                continue;
-            }
-
-            if (ch == quote) {
-                ch = offset == end ? EOI : chars[offset++];
-
-                while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
-                    ch = offset == end ? EOI : chars[offset++];
-                }
-                if (ch != ':') {
-                    throw syntaxError(ch);
-                }
-
-                ch = offset == end ? EOI : chars[offset++];
-
-                while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
-                    ch = offset == end ? EOI : chars[offset++];
-                }
-
-                this.offset = offset;
-                this.ch = ch;
-                break;
-            }
-        }
-
-        return true;
-    }
-
     @Override
     public final int readInt32Value() {
         char ch = this.ch;
@@ -3163,207 +3113,440 @@ final class JSONReaderUTF16
     }
 
     @Override
-    public final void skipValue() {
-        final char[] chars = this.chars;
-        char ch = this.ch;
-        int offset = this.offset, end = this.end;
-        comma = false;
+    public final boolean skipName() {
+        this.offset = skipName(this, chars, offset, end);
+        return true;
+    }
 
-        switch_:
-        switch (ch) {
-            case '-':
-            case '+':
-            case '0':
-            case '1':
-            case '2':
-            case '3':
-            case '4':
-            case '5':
-            case '6':
-            case '7':
-            case '8':
-            case '9':
-            case '.':
-                boolean sign = ch == '-' || ch == '+';
-                if (sign) {
+    private static int skipName(JSONReaderUTF16 jsonReader, char[] chars, int offset, int end) {
+        char quote = jsonReader.ch;
+        if (jsonReader.checkNameBegin(quote)) {
+            return jsonReader.offset;
+        }
+
+        for (; ; ) {
+            char ch = chars[offset++];
+            if (ch == '\\') {
+                ch = chars[offset];
+                offset += (ch == 'u' ? 5 : (ch == 'x' ? 3 : 1));
+                continue;
+            }
+
+            if (ch == quote) {
+                ch = offset == end ? EOI : chars[offset++];
+
+                while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+                    ch = offset == end ? EOI : chars[offset++];
+                }
+                if (ch != ':') {
+                    throw syntaxError(ch);
+                }
+
+                ch = offset == end ? EOI : chars[offset++];
+
+                while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+                    ch = offset == end ? EOI : chars[offset++];
+                }
+
+                jsonReader.ch = ch;
+                return offset;
+            }
+        }
+    }
+
+    private static int skipNumber(JSONReaderUTF16 jsonReader, char[] bytes, int offset, int end) {
+        int ch = jsonReader.ch;
+        if (ch == '-' || ch == '+') {
+            if (offset < end) {
+                ch = bytes[offset++];
+            } else {
+                throw jsonReader.error();
+            }
+        }
+        boolean dot = ch == '.';
+        boolean num = false;
+        if (!dot && (ch >= '0' && ch <= '9')) {
+            num = true;
+            do {
+                ch = offset == end ? EOI : bytes[offset++];
+            } while (ch >= '0' && ch <= '9');
+        }
+
+        if (num && (ch == 'L' | ch == 'F' | ch == 'D' | ch == 'B' | ch == 'S')) {
+            ch = bytes[offset++];
+        } else {
+            boolean small = false;
+            if (ch == '.') {
+                small = true;
+                ch = offset == end ? EOI : bytes[offset++];
+
+                while (ch >= '0' && ch <= '9') {
+                    ch = offset == end ? EOI : bytes[offset++];
+                }
+            }
+
+            if (!num && !small) {
+                throw numberError(offset, ch);
+            }
+
+            if (ch == 'e' || ch == 'E') {
+                ch = bytes[offset++];
+
+                boolean eSign = false;
+                if (ch == '+' || ch == '-') {
+                    eSign = true;
                     if (offset < end) {
-                        ch = chars[offset++];
+                        ch = bytes[offset++];
                     } else {
                         throw numberError(offset, ch);
                     }
                 }
-                boolean dot = ch == '.';
-                boolean num = false;
-                if (!dot && (ch >= '0' && ch <= '9')) {
-                    num = true;
+
+                if (ch >= '0' && ch <= '9') {
                     do {
-                        ch = offset == end ? EOI : chars[offset++];
+                        ch = offset == end ? EOI : bytes[offset++];
                     } while (ch >= '0' && ch <= '9');
-                }
-
-                if (num && (ch == 'L' || ch == 'F' || ch == 'D' || ch == 'B' || ch == 'S')) {
-                    ch = chars[offset++];
-                }
-
-                boolean small = false;
-                if (ch == '.') {
-                    small = true;
-                    ch = offset == end ? EOI : chars[offset++];
-
-                    if (ch >= '0' && ch <= '9') {
-                        do {
-                            ch = offset == end ? EOI : chars[offset++];
-                        } while (ch >= '0' && ch <= '9');
-                    }
-                }
-
-                if (!num && !small) {
+                } else if (eSign) {
                     throw numberError(offset, ch);
                 }
+            }
 
-                if (ch == 'e' || ch == 'E') {
-                    ch = chars[offset++];
+            if (ch == 'F' || ch == 'D') {
+                ch = offset == end ? EOI : bytes[offset++];
+            }
+        }
 
-                    boolean eSign = false;
-                    if (ch == '+' || ch == '-') {
-                        eSign = true;
-                        if (offset < end) {
-                            ch = chars[offset++];
-                        } else {
-                            throw numberError(offset, ch);
-                        }
-                    }
+        while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+            ch = offset == end ? EOI : bytes[offset++];
+        }
 
-                    if (ch >= '0' && ch <= '9') {
-                        do {
-                            ch = offset == end ? EOI : chars[offset++];
-                        } while (ch >= '0' && ch <= '9');
-                    } else if (eSign) {
-                        throw numberError(offset, ch);
-                    }
-                }
+        boolean comma = false;
+        if (ch == ',') {
+            comma = true;
+            ch = offset == end ? EOI : bytes[offset++];
+            while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+                ch = offset == end ? EOI : bytes[offset++];
+            }
 
-                if (ch == 'L' || ch == 'F' || ch == 'D' || ch == 'B' || ch == 'S') {
-                    ch = offset == end ? EOI : chars[offset++];
-                }
-                break;
-            case 't':
-                if (offset + 3 > end) {
-                    throw error(offset, ch);
-                }
-                if (chars[offset] != 'r' || chars[offset + 1] != 'u' || chars[offset + 2] != 'e') {
-                    throw error(offset, ch);
-                }
-                offset += 3;
-                ch = offset == end ? EOI : chars[offset++];
-                break;
-            case 'f':
-                if (offset + 4 > end) {
-                    throw error(offset, ch);
-                }
-                if (chars[offset] != 'a' || chars[offset + 1] != 'l' || chars[offset + 2] != 's' || chars[offset + 3] != 'e') {
-                    throw error(offset, ch);
-                }
-                offset += 4;
-                ch = offset == end ? EOI : chars[offset++];
-                break;
-            case 'n':
-                if (offset + 3 > end) {
-                    throw error(offset, ch);
-                }
-                if (chars[offset] != 'u' || chars[offset + 1] != 'l' || chars[offset + 2] != 'l') {
-                    throw error(offset, ch);
-                }
-                offset += 3;
-                ch = offset == end ? EOI : chars[offset++];
-                break;
-            case '"':
-            case '\'': {
-                char quote = ch;
+            if ((ch == '}' || ch == ']' || ch == EOI)) {
+                throw jsonReader.error(offset, ch);
+            }
+        } else if (ch != '}' && ch != ']' && ch != EOI) {
+            throw jsonReader.error(offset, ch);
+        }
+
+        jsonReader.comma = comma;
+        jsonReader.ch = (char) ch;
+        return offset;
+    }
+
+    private static int skipString(JSONReaderUTF16 jsonReader, char[] chars, int offset, int end) {
+        char quote = jsonReader.ch;
+        char ch = offset == end ? EOI : chars[offset++];
+        for (; ; ) {
+            if (ch == '\\') {
                 ch = chars[offset++];
-                for (; ; ) {
-                    if (ch == '\\') {
-                        ch = chars[offset++];
-                        if (ch == 'u') {
-                            offset += 4;
-                        } else if (ch == 'x') {
-                            offset += 2;
-                        } else if (ch != '\\' && ch != '"') {
-                            char1(ch);
-                        }
-                        ch = chars[offset++];
-                        continue;
-                    }
-
-                    if (ch == quote) {
-                        ch = offset == end ? EOI : chars[offset++];
-                        break;
-                    }
-
-                    ch = chars[offset++];
+                if (ch == 'u') {
+                    offset += 4;
+                } else if (ch == 'x') {
+                    offset += 2;
+                } else if (ch != '\\' && ch != '"') {
+                    jsonReader.char1(ch);
                 }
+                ch = chars[offset++];
+                continue;
+            }
+
+            if (ch == quote) {
+                ch = offset == end ? EOI : chars[offset++];
                 break;
             }
-            default:
-                if (ch == '[') {
-                    next();
-                    for (int i = 0; ; ++i) {
-                        if (this.ch == ']') {
-                            comma = false;
-                            offset = this.offset;
-                            ch = offset == end ? EOI : chars[offset++];
-                            break switch_;
-                        }
-                        if (i != 0 && !comma) {
-                            throw valueError();
-                        }
-                        comma = false;
-                        skipValue();
-                    }
-                } else if (ch == '{') {
-                    next();
-                    for (; ; ) {
-                        if (this.ch == '}') {
-                            comma = false;
-                            offset = this.offset;
-                            ch = offset == end ? EOI : chars[offset++];
-                            break switch_;
-                        }
-                        skipName();
-                        skipValue();
-                    }
-                } else if (ch == 'S' && nextIfSet()) {
-                    skipValue();
-                } else {
-                    throw error(offset, ch);
-                }
-                ch = this.ch;
-                offset = this.offset;
-                break;
+
+            ch = chars[offset++];
         }
 
         while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
             ch = offset == end ? EOI : chars[offset++];
         }
 
+        boolean comma = false;
         if (ch == ',') {
             comma = true;
             ch = offset == end ? EOI : chars[offset++];
             while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
                 ch = offset == end ? EOI : chars[offset++];
             }
+
+            if ((ch == '}' || ch == ']' || ch == EOI)) {
+                throw jsonReader.error(offset, ch);
+            }
+        } else if (ch != '}' && ch != ']' && ch != EOI) {
+            throw jsonReader.error(offset, ch);
+        }
+
+        jsonReader.comma = comma;
+        jsonReader.ch = (char) ch;
+        return offset;
+    }
+
+    private static int skipStringEscaped(JSONReaderUTF16 jsonReader, char[] bytes, int offset, int quote) {
+        int ch = bytes[offset++];
+        for (; ; ) {
+            if (ch == '\\') {
+                ch = bytes[offset++];
+                if (ch == 'u') {
+                    offset += 4;
+                } else if (ch == 'x') {
+                    offset += 2;
+                } else if (ch != '\\' && ch != '"') {
+                    jsonReader.char1(ch);
+                }
+                ch = bytes[offset++];
+                continue;
+            }
+            if (ch == quote) {
+                return offset;
+            }
+
+            ch = bytes[offset++];
+        }
+    }
+
+    private static int skipObject(JSONReaderUTF16 jsonReader, char[] bytes, int offset, int end) {
+        offset = next(jsonReader, bytes, offset, end);
+        for (int i = 0; ; ++i) {
+            if (jsonReader.ch == '}') {
+                break;
+            }
+            if (i != 0 && !jsonReader.comma) {
+                throw jsonReader.valueError();
+            }
+            offset = skipName(jsonReader, bytes, offset, end);
+            offset = skipValue(jsonReader, bytes, offset, end);
+        }
+
+        int ch = offset == end ? EOI : bytes[offset++];
+
+        while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+            ch = offset == end ? EOI : bytes[offset++];
+        }
+
+        boolean comma = false;
+        if (ch == ',') {
+            comma = true;
+            ch = offset == end ? EOI : bytes[offset++];
+            while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+                ch = offset == end ? EOI : bytes[offset++];
+            }
+
+            if ((ch == '}' || ch == ']' || ch == EOI)) {
+                throw jsonReader.error(offset, ch);
+            }
+        } else if (ch != '}' && ch != ']' && ch != EOI) {
+            throw jsonReader.error(offset, ch);
+        }
+
+        jsonReader.comma = comma;
+        jsonReader.ch = (char) ch;
+        return offset;
+    }
+
+    public static int next(JSONReaderUTF16 jsonReader, char[] bytes, int offset, int end) {
+        int ch = offset >= end ? EOI : bytes[offset++];
+        while (ch == '\0' || (ch <= ' ' && ((1L << ch) & SPACE) != 0)) {
+            ch = offset == end ? EOI : bytes[offset++];
+        }
+
+        jsonReader.ch = (char) ch;
+        if (ch == '/') {
+            jsonReader.offset = offset;
+            jsonReader.skipComment();
+            return jsonReader.offset;
+        } else {
+            return offset;
+        }
+    }
+
+    private static int skipArray(JSONReaderUTF16 jsonReader, char[] bytes, int offset, int end) {
+        offset = next(jsonReader, bytes, offset, end);
+        for (int i = 0; ; ++i) {
+            if (jsonReader.ch == ']') {
+                break;
+            }
+            if (i != 0 && !jsonReader.comma) {
+                throw jsonReader.valueError();
+            }
+            offset = skipValue(jsonReader, bytes, offset, end);
+        }
+
+        int ch = offset == end ? EOI : bytes[offset++];
+
+        while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+            ch = offset == end ? EOI : bytes[offset++];
+        }
+
+        boolean comma = false;
+        if (ch == ',') {
+            comma = true;
+            ch = offset == end ? EOI : bytes[offset++];
+            while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+                ch = offset == end ? EOI : bytes[offset++];
+            }
         }
 
         if (!comma && ch != '}' && ch != ']' && ch != EOI) {
-            throw error(offset, ch);
+            throw jsonReader.error(offset, ch);
         }
 
         if (comma && (ch == '}' || ch == ']' || ch == EOI)) {
-            throw error(offset, ch);
+            throw jsonReader.error(offset, ch);
         }
 
-        this.ch = ch;
-        this.offset = offset;
+        jsonReader.comma = comma;
+        jsonReader.ch = (char) ch;
+        return offset;
+    }
+
+    private static int skipFalse(JSONReaderUTF16 jsonReader, char[] bytes, int offset, int end) {
+        if (offset + 4 > end || IOUtils.notALSE(bytes, offset)) {
+            throw jsonReader.error();
+        }
+        offset += 4;
+        int ch = offset == end ? EOI : bytes[offset++];
+
+        while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+            ch = offset == end ? EOI : bytes[offset++];
+        }
+
+        boolean comma = false;
+        if (ch == ',') {
+            comma = true;
+            ch = offset == end ? EOI : bytes[offset++];
+            while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+                ch = offset == end ? EOI : bytes[offset++];
+            }
+
+            if ((ch == '}' || ch == ']' || ch == EOI)) {
+                throw jsonReader.error(offset, ch);
+            }
+        } else if (ch != '}' && ch != ']' && ch != EOI) {
+            throw jsonReader.error(offset, ch);
+        }
+
+        jsonReader.comma = comma;
+        jsonReader.ch = (char) ch;
+        return offset;
+    }
+
+    private static int skipTrue(JSONReaderUTF16 jsonReader, char[] bytes, int offset, int end) {
+        if (offset + 3 > end || IOUtils.notTRUE(bytes, offset - 1)) {
+            throw jsonReader.error();
+        }
+        offset += 3;
+        int ch = offset == end ? EOI : bytes[offset++];
+
+        while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+            ch = offset == end ? EOI : bytes[offset++];
+        }
+
+        boolean comma = false;
+        if (ch == ',') {
+            comma = true;
+            ch = offset == end ? EOI : bytes[offset++];
+            while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+                ch = offset == end ? EOI : bytes[offset++];
+            }
+
+            if ((ch == '}' || ch == ']' || ch == EOI)) {
+                throw jsonReader.error(offset, ch);
+            }
+        } else if (ch != '}' && ch != ']' && ch != EOI) {
+            throw jsonReader.error(offset, ch);
+        }
+
+        jsonReader.comma = comma;
+        jsonReader.ch = (char) ch;
+        return offset;
+    }
+
+    private static int skipNull(JSONReaderUTF16 jsonReader, char[] bytes, int offset, int end) {
+        if (offset + 3 > end || IOUtils.notNULL(bytes, offset - 1)) {
+            throw jsonReader.error();
+        }
+        offset += 3;
+        int ch = offset == end ? EOI : bytes[offset++];
+
+        while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+            ch = offset == end ? EOI : bytes[offset++];
+        }
+
+        boolean comma = false;
+        if (ch == ',') {
+            comma = true;
+            ch = offset == end ? EOI : bytes[offset++];
+            while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+                ch = offset == end ? EOI : bytes[offset++];
+            }
+
+            if ((ch == '}' || ch == ']' || ch == EOI)) {
+                throw jsonReader.error(offset, ch);
+            }
+        } else if (ch != '}' && ch != ']' && ch != EOI) {
+            throw jsonReader.error(offset, ch);
+        }
+
+        jsonReader.comma = comma;
+        jsonReader.ch = (char) ch;
+        return offset;
+    }
+
+    private static int skipSet(JSONReaderUTF16 jsonReader, char[] bytes, int offset, int end) {
+        if (nextIfSet(jsonReader, bytes, offset, end)) {
+            return skipArray(jsonReader, bytes, jsonReader.offset, end);
+        } else {
+            throw jsonReader.error();
+        }
+    }
+
+    private static boolean nextIfSet(JSONReaderUTF16 jsonReader, char[] chars, int offset, int end) {
+        if (offset + 1 < end && chars[offset] == 'e' && chars[offset + 1] == 't') {
+            offset += 2;
+            char ch = offset == end ? EOI : chars[offset++];
+            while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+                ch = offset == end ? EOI : chars[offset++];
+            }
+            jsonReader.offset = offset;
+            jsonReader.ch = ch;
+            return true;
+        }
+        return false;
+    }
+
+    private static int skipValue(JSONReaderUTF16 jsonReader, char[] bytes, int offset, int end) {
+        switch (jsonReader.ch) {
+            case 't':
+                return skipTrue(jsonReader, bytes, offset, end);
+            case 'f':
+                return skipFalse(jsonReader, bytes, offset, end);
+            case 'n':
+                return skipNull(jsonReader, bytes, offset, end);
+            case '"':
+            case '\'':
+                return skipString(jsonReader, bytes, offset, end);
+            case '{':
+                return skipObject(jsonReader, bytes, offset, end);
+            case '[':
+                return skipArray(jsonReader, bytes, offset, end);
+            case 'S':
+                return skipSet(jsonReader, bytes, offset, end);
+            default:
+                return skipNumber(jsonReader, bytes, offset, end);
+        }
+    }
+
+    @Override
+    public final void skipValue() {
+        this.offset = skipValue(this, chars, offset, end);
     }
 
     @Override
diff --git a/core/src/main/java/com/alibaba/fastjson2/JSONReaderUTF8.java b/core/src/main/java/com/alibaba/fastjson2/JSONReaderUTF8.java
index a65163775..61608e606 100644
--- a/core/src/main/java/com/alibaba/fastjson2/JSONReaderUTF8.java
+++ b/core/src/main/java/com/alibaba/fastjson2/JSONReaderUTF8.java
@@ -22,6 +22,8 @@ import static java.nio.charset.StandardCharsets.UTF_8;
 class JSONReaderUTF8
         extends JSONReader {
     static final int REF = BIG_ENDIAN ? 0x24726566 : 0x66657224;
+    static final int ESCAPE_INDEX_NOT_SET = -2;
+    protected int nextEscapeIndex = ESCAPE_INDEX_NOT_SET;
 
     protected final byte[] bytes;
     protected final int length;
@@ -119,6 +121,14 @@ class JSONReaderUTF8
         next();
     }
 
+    static int indexOfSlash(JSONReaderUTF8 jsonReader, byte[] bytes, int offset, int end) {
+        int slashIndex = jsonReader.nextEscapeIndex;
+        if (slashIndex == ESCAPE_INDEX_NOT_SET || (slashIndex != -1 && slashIndex < offset)) {
+            jsonReader.nextEscapeIndex = slashIndex = IOUtils.indexOfSlash(bytes, offset, end);
+        }
+        return slashIndex;
+    }
+
     private void char_utf8(int ch, int offset) {
         final byte[] bytes = this.bytes;
         switch ((ch & 0xFF) >> 4) {
@@ -4246,236 +4256,276 @@ class JSONReaderUTF8
 
     @Override
     public final boolean skipName() {
-        char quote = ch;
-        if (quote == '\'' && ((context.features & Feature.DisableSingleQuote.mask) != 0)) {
-            throw notSupportName();
-        }
-        if (quote != '"' && quote != '\'') {
-            if ((context.features & Feature.AllowUnQuotedFieldNames.mask) != 0) {
-                readFieldNameHashCodeUnquote();
-                return true;
-            }
-            throw notSupportName();
-        }
-
-        int offset = this.offset;
-        final byte[] bytes = this.bytes;
-        for (; ; ) {
-            int ch = bytes[offset++];
-            if (ch == '\\') {
-                ch = bytes[offset];
-                offset += (ch == 'u' ? 5 : (ch == 'x' ? 3 : 1));
-                continue;
-            }
-
-            if (ch == quote) {
-                ch = offset == end ? EOI : bytes[offset++];
-
-                while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
-                    ch = offset == end ? EOI : bytes[offset++];
-                }
-                if (ch != ':') {
-                    throw syntaxError(ch);
-                }
-
-                ch = offset == end ? EOI : bytes[offset++];
-
-                while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
-                    ch = offset == end ? EOI : bytes[offset++];
-                }
-
-                this.offset = offset;
-                this.ch = (char) ch;
-                break;
-            }
-        }
-
+        this.offset = skipName(this, bytes, offset, end);
         return true;
     }
 
-    @Override
-    public final void skipValue() {
-        final byte[] bytes = this.bytes;
-        int ch = this.ch;
-        int offset = this.offset, end = this.end;
-        comma = false;
+    private static int skipName(JSONReaderUTF8 jsonReader, byte[] bytes, int offset, int end) {
+        int quote = jsonReader.ch;
+        if (jsonReader.checkNameBegin(quote)) {
+            return jsonReader.offset;
+        }
 
-        switch_:
-        switch (ch) {
-            case '-':
-            case '+':
-            case '0':
-            case '1':
-            case '2':
-            case '3':
-            case '4':
-            case '5':
-            case '6':
-            case '7':
-            case '8':
-            case '9':
-            case '.':
-                boolean sign = ch == '-' || ch == '+';
-                if (sign) {
+        int index = IOUtils.indexOfQuote(bytes, quote, offset, end);
+        if (index == -1) {
+            throw jsonReader.error("invalid escape character EOI");
+        }
+
+        int ch;
+        int slashIndex = indexOfSlash(jsonReader, bytes, offset, end);
+        if (slashIndex == -1 || slashIndex > index) {
+            offset = index + 1;
+            ch = offset == end ? EOI : bytes[offset++];
+        } else {
+            offset = skipStringEscaped(jsonReader, bytes, slashIndex, quote);
+            ch = offset == end ? EOI : bytes[offset++];
+        }
+
+        while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+            ch = offset == end ? EOI : bytes[offset++];
+        }
+        if (ch != ':') {
+            throw syntaxError(ch);
+        }
+
+        ch = offset == end ? EOI : bytes[offset++];
+
+        while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+            ch = offset == end ? EOI : bytes[offset++];
+        }
+
+        jsonReader.ch = (char) ch;
+        return offset;
+    }
+
+    private static int skipNumber(JSONReaderUTF8 jsonReader, byte[] bytes, int offset, int end) {
+        int ch = jsonReader.ch;
+        if (ch == '-' || ch == '+') {
+            if (offset < end) {
+                ch = bytes[offset++];
+            } else {
+                throw jsonReader.error();
+            }
+        }
+        boolean dot = ch == '.';
+        boolean num = false;
+        if (!dot && (ch >= '0' && ch <= '9')) {
+            num = true;
+            do {
+                ch = offset == end ? EOI : bytes[offset++];
+            } while (ch >= '0' && ch <= '9');
+        }
+
+        if (num && (ch == 'L' | ch == 'F' | ch == 'D' | ch == 'B' | ch == 'S')) {
+            ch = bytes[offset++];
+        } else {
+            boolean small = false;
+            if (ch == '.') {
+                small = true;
+                ch = offset == end ? EOI : bytes[offset++];
+
+                while (ch >= '0' && ch <= '9') {
+                    ch = offset == end ? EOI : bytes[offset++];
+                }
+            }
+
+            if (!num && !small) {
+                throw numberError(offset, ch);
+            }
+
+            if (ch == 'e' || ch == 'E') {
+                ch = bytes[offset++];
+
+                boolean eSign = false;
+                if (ch == '+' || ch == '-') {
+                    eSign = true;
                     if (offset < end) {
                         ch = bytes[offset++];
                     } else {
                         throw numberError(offset, ch);
                     }
                 }
-                boolean dot = ch == '.';
-                boolean num = false;
-                if (!dot && (ch >= '0' && ch <= '9')) {
-                    num = true;
+
+                if (ch >= '0' && ch <= '9') {
                     do {
                         ch = offset == end ? EOI : bytes[offset++];
                     } while (ch >= '0' && ch <= '9');
-                }
-
-                if (num && (ch == 'L' || ch == 'F' || ch == 'D' || ch == 'B' || ch == 'S')) {
-                    ch = bytes[offset++];
-                }
-
-                boolean small = false;
-                if (ch == '.') {
-                    small = true;
-                    ch = offset == end ? EOI : bytes[offset++];
-
-                    if (ch >= '0' && ch <= '9') {
-                        do {
-                            ch = offset == end ? EOI : bytes[offset++];
-                        } while (ch >= '0' && ch <= '9');
-                    }
-                }
-
-                if (!num && !small) {
+                } else if (eSign) {
                     throw numberError(offset, ch);
                 }
-
-                if (ch == 'e' || ch == 'E') {
-                    ch = bytes[offset++];
-
-                    boolean eSign = false;
-                    if (ch == '+' || ch == '-') {
-                        eSign = true;
-                        if (offset < end) {
-                            ch = bytes[offset++];
-                        } else {
-                            throw numberError(offset, ch);
-                        }
-                    }
-
-                    if (ch >= '0' && ch <= '9') {
-                        do {
-                            ch = offset == end ? EOI : bytes[offset++];
-                        } while (ch >= '0' && ch <= '9');
-                    } else if (eSign) {
-                        throw numberError(offset, ch);
-                    }
-                }
-
-                if (ch == 'L' || ch == 'F' || ch == 'D' || ch == 'B' || ch == 'S') {
-                    ch = offset == end ? EOI : bytes[offset++];
-                }
-                break;
-            case 't':
-                if (offset + 3 > end) {
-                    throw error(offset, ch);
-                }
-                if (bytes[offset] != 'r' || bytes[offset + 1] != 'u' || bytes[offset + 2] != 'e') {
-                    throw error(offset, ch);
-                }
-                offset += 3;
-                ch = offset == end ? EOI : bytes[offset++];
-                break;
-            case 'f':
-                if (offset + 4 > end) {
-                    throw error(offset, ch);
-                }
-                if (bytes[offset] != 'a' || bytes[offset + 1] != 'l' || bytes[offset + 2] != 's' || bytes[offset + 3] != 'e') {
-                    throw error(offset, ch);
-                }
-                offset += 4;
-                ch = offset == end ? EOI : bytes[offset++];
-                break;
-            case 'n':
-                if (offset + 3 > end) {
-                    throw error(offset, ch);
-                }
-                if (bytes[offset] != 'u' || bytes[offset + 1] != 'l' || bytes[offset + 2] != 'l') {
-                    throw error(offset, ch);
-                }
-                offset += 3;
-                ch = offset == end ? EOI : bytes[offset++];
-                break;
-            case '"':
-            case '\'': {
-                int quote = ch;
-                ch = bytes[offset++];
-                for (; ; ) {
-                    if (ch == '\\') {
-                        ch = bytes[offset++];
-                        if (ch == 'u') {
-                            offset += 4;
-                        } else if (ch == 'x') {
-                            offset += 2;
-                        } else if (ch != '\\' && ch != '"') {
-                            char1(ch);
-                        }
-                        ch = bytes[offset++];
-                        continue;
-                    }
-                    if (ch == quote) {
-                        ch = offset == end ? EOI : bytes[offset++];
-                        break;
-                    }
-
-                    ch = bytes[offset++];
-                }
-                break;
             }
-            default:
-                if (ch == '[') {
-                    next();
-                    for (int i = 0; ; ++i) {
-                        if (this.ch == ']') {
-                            comma = false;
-                            offset = this.offset;
-                            ch = offset == end ? EOI : bytes[offset++];
-                            break switch_;
-                        }
-                        if (i != 0 && !comma) {
-                            throw valueError();
-                        }
-                        comma = false;
-                        skipValue();
-                    }
-                } else if (ch == '{') {
-                    next();
-                    for (; ; ) {
-                        if (this.ch == '}') {
-                            comma = false;
-                            offset = this.offset;
-                            ch = offset == end ? EOI : bytes[offset++];
-                            break switch_;
-                        }
-                        skipName();
-                        skipValue();
-                    }
-                } else if (ch == 'S' && nextIfSet()) {
-                    skipValue();
-                } else {
-                    throw error(offset, ch);
-                }
-                ch = this.ch;
-                offset = this.offset;
-                break;
+
+            if (ch == 'F' || ch == 'D') {
+                ch = offset == end ? EOI : bytes[offset++];
+            }
         }
 
         while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
             ch = offset == end ? EOI : bytes[offset++];
         }
 
+        boolean comma = false;
+        if (ch == ',') {
+            comma = true;
+            ch = offset == end ? EOI : bytes[offset++];
+            while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+                ch = offset == end ? EOI : bytes[offset++];
+            }
+
+            if ((ch == '}' || ch == ']' || ch == EOI)) {
+                throw jsonReader.error(offset, ch);
+            }
+        } else if (ch != '}' && ch != ']' && ch != EOI) {
+            throw jsonReader.error(offset, ch);
+        }
+
+        jsonReader.comma = comma;
+        jsonReader.ch = (char) ch;
+        return offset;
+    }
+
+    private static int skipString(JSONReaderUTF8 jsonReader, byte[] bytes, int offset, int end) {
+        int ch = jsonReader.ch;
+        int quote = ch;
+        int index = IOUtils.indexOfQuote(bytes, quote, offset, end);
+        if (index == -1) {
+            throw jsonReader.error("invalid escape character EOI");
+        }
+        int slashIndex = indexOfSlash(jsonReader, bytes, offset, end);
+        if (slashIndex == -1 || slashIndex > index) {
+            offset = index + 1;
+            ch = offset == end ? EOI : bytes[offset++];
+        } else {
+            offset = skipStringEscaped(jsonReader, bytes, slashIndex, quote);
+            ch = offset == end ? EOI : bytes[offset++];
+        }
+
+        while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+            ch = offset == end ? EOI : bytes[offset++];
+        }
+
+        boolean comma = false;
+        if (ch == ',') {
+            comma = true;
+            ch = offset == end ? EOI : bytes[offset++];
+            while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+                ch = offset == end ? EOI : bytes[offset++];
+            }
+
+            if ((ch == '}' || ch == ']' || ch == EOI)) {
+                throw jsonReader.error(offset, ch);
+            }
+        } else if (ch != '}' && ch != ']' && ch != EOI) {
+            throw jsonReader.error(offset, ch);
+        }
+
+        jsonReader.comma = comma;
+        jsonReader.ch = (char) ch;
+        return offset;
+    }
+
+    private static int skipStringEscaped(JSONReaderUTF8 jsonReader, byte[] bytes, int offset, int quote) {
+        int ch = bytes[offset++];
+        for (; ; ) {
+            if (ch == '\\') {
+                ch = bytes[offset++];
+                if (ch == 'u') {
+                    offset += 4;
+                } else if (ch == 'x') {
+                    offset += 2;
+                } else if (ch != '\\' && ch != '"') {
+                    jsonReader.char1(ch);
+                }
+                ch = bytes[offset++];
+                continue;
+            }
+            if (ch == quote) {
+                return offset;
+            }
+
+            ch = bytes[offset++];
+        }
+    }
+
+    private static int skipObject(JSONReaderUTF8 jsonReader, byte[] bytes, int offset, int end) {
+        offset = next(jsonReader, bytes, offset, end);
+        for (int i = 0; ; ++i) {
+            if (jsonReader.ch == '}') {
+                break;
+            }
+            if (i != 0 && !jsonReader.comma) {
+                throw jsonReader.valueError();
+            }
+            offset = skipName(jsonReader, bytes, offset, end);
+            offset = skipValue(jsonReader, bytes, offset, end);
+        }
+
+        int ch = offset == end ? EOI : bytes[offset++];
+
+        while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+            ch = offset == end ? EOI : bytes[offset++];
+        }
+
+        boolean comma = false;
+        if (ch == ',') {
+            comma = true;
+            ch = offset == end ? EOI : bytes[offset++];
+            while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+                ch = offset == end ? EOI : bytes[offset++];
+            }
+
+            if ((ch == '}' || ch == ']' || ch == EOI)) {
+                throw jsonReader.error(offset, ch);
+            }
+        } else if (ch != '}' && ch != ']' && ch != EOI) {
+            throw jsonReader.error(offset, ch);
+        }
+
+        jsonReader.comma = comma;
+        jsonReader.ch = (char) ch;
+        return offset;
+    }
+
+    public static int next(JSONReaderUTF8 jsonReader, byte[] bytes, int offset, int end) {
+        int ch = offset >= end ? EOI : bytes[offset++];
+        while (ch == '\0' || (ch <= ' ' && ((1L << ch) & SPACE) != 0)) {
+            ch = offset == end ? EOI : bytes[offset++];
+        }
+
+        if (ch < 0) {
+            jsonReader.char_utf8(ch, offset);
+            return jsonReader.offset;
+        }
+
+        jsonReader.ch = (char) ch;
+        if (ch == '/') {
+            jsonReader.offset = offset;
+            jsonReader.skipComment();
+            return jsonReader.offset;
+        } else {
+            return offset;
+        }
+    }
+
+    private static int skipArray(JSONReaderUTF8 jsonReader, byte[] bytes, int offset, int end) {
+        offset = next(jsonReader, bytes, offset, end);
+        for (int i = 0; ; ++i) {
+            if (jsonReader.ch == ']') {
+                break;
+            }
+            if (i != 0 && !jsonReader.comma) {
+                throw jsonReader.valueError();
+            }
+            offset = skipValue(jsonReader, bytes, offset, end);
+        }
+
+        int ch = offset == end ? EOI : bytes[offset++];
+
+        while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+            ch = offset == end ? EOI : bytes[offset++];
+        }
+
+        boolean comma = false;
         if (ch == ',') {
             comma = true;
             ch = offset == end ? EOI : bytes[offset++];
@@ -4485,15 +4535,158 @@ class JSONReaderUTF8
         }
 
         if (!comma && ch != '}' && ch != ']' && ch != EOI) {
-            throw error(offset, ch);
+            throw jsonReader.error(offset, ch);
         }
 
         if (comma && (ch == '}' || ch == ']' || ch == EOI)) {
-            throw error(offset, ch);
+            throw jsonReader.error(offset, ch);
         }
 
-        this.ch = (char) ch;
-        this.offset = offset;
+        jsonReader.comma = comma;
+        jsonReader.ch = (char) ch;
+        return offset;
+    }
+
+    private static int skipFalse(JSONReaderUTF8 jsonReader, byte[] bytes, int offset, int end) {
+        if (offset + 4 > end || IOUtils.notALSE(bytes, offset)) {
+            throw jsonReader.error();
+        }
+        offset += 4;
+        int ch = offset == end ? EOI : bytes[offset++];
+
+        while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+            ch = offset == end ? EOI : bytes[offset++];
+        }
+
+        boolean comma = false;
+        if (ch == ',') {
+            comma = true;
+            ch = offset == end ? EOI : bytes[offset++];
+            while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+                ch = offset == end ? EOI : bytes[offset++];
+            }
+
+            if ((ch == '}' || ch == ']' || ch == EOI)) {
+                throw jsonReader.error(offset, ch);
+            }
+        } else if (ch != '}' && ch != ']' && ch != EOI) {
+            throw jsonReader.error(offset, ch);
+        }
+
+        jsonReader.comma = comma;
+        jsonReader.ch = (char) ch;
+        return offset;
+    }
+
+    private static int skipTrue(JSONReaderUTF8 jsonReader, byte[] bytes, int offset, int end) {
+        if (offset + 3 > end || IOUtils.notTRUE(bytes, offset - 1)) {
+            throw jsonReader.error();
+        }
+        offset += 3;
+        int ch = offset == end ? EOI : bytes[offset++];
+
+        while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+            ch = offset == end ? EOI : bytes[offset++];
+        }
+
+        boolean comma = false;
+        if (ch == ',') {
+            comma = true;
+            ch = offset == end ? EOI : bytes[offset++];
+            while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+                ch = offset == end ? EOI : bytes[offset++];
+            }
+
+            if ((ch == '}' || ch == ']' || ch == EOI)) {
+                throw jsonReader.error(offset, ch);
+            }
+        } else if (ch != '}' && ch != ']' && ch != EOI) {
+            throw jsonReader.error(offset, ch);
+        }
+
+        jsonReader.comma = comma;
+        jsonReader.ch = (char) ch;
+        return offset;
+    }
+
+    private static int skipNull(JSONReaderUTF8 jsonReader, byte[] bytes, int offset, int end) {
+        if (offset + 3 > end || IOUtils.notNULL(bytes, offset - 1)) {
+            throw jsonReader.error();
+        }
+        offset += 3;
+        int ch = offset == end ? EOI : bytes[offset++];
+
+        while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+            ch = offset == end ? EOI : bytes[offset++];
+        }
+
+        boolean comma = false;
+        if (ch == ',') {
+            comma = true;
+            ch = offset == end ? EOI : bytes[offset++];
+            while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+                ch = offset == end ? EOI : bytes[offset++];
+            }
+
+            if ((ch == '}' || ch == ']' || ch == EOI)) {
+                throw jsonReader.error(offset, ch);
+            }
+        } else if (ch != '}' && ch != ']' && ch != EOI) {
+            throw jsonReader.error(offset, ch);
+        }
+
+        jsonReader.comma = comma;
+        jsonReader.ch = (char) ch;
+        return offset;
+    }
+
+    private static int skipSet(JSONReaderUTF8 jsonReader, byte[] bytes, int offset, int end) {
+        if (nextIfSet(jsonReader, bytes, offset, end)) {
+            return skipArray(jsonReader, bytes, jsonReader.offset, end);
+        } else {
+            throw jsonReader.error();
+        }
+    }
+
+    private static boolean nextIfSet(JSONReaderUTF8 jsonReader, byte[] chars, int offset, int end) {
+        if (offset + 1 < end && chars[offset] == 'e' && chars[offset + 1] == 't') {
+            offset += 2;
+            int ch = offset == end ? EOI : chars[offset++];
+            while (ch <= ' ' && ((1L << ch) & SPACE) != 0) {
+                ch = offset == end ? EOI : chars[offset++];
+            }
+            jsonReader.offset = offset;
+            jsonReader.ch = (char) ch;
+            return true;
+        }
+        return false;
+    }
+
+    private static int skipValue(JSONReaderUTF8 jsonReader, byte[] bytes, int offset, int end) {
+        switch (jsonReader.ch) {
+            case 't':
+                return skipTrue(jsonReader, bytes, offset, end);
+            case 'f':
+                return skipFalse(jsonReader, bytes, offset, end);
+            case 'n':
+                return skipNull(jsonReader, bytes, offset, end);
+            case '"':
+            case '\'':
+                return skipString(jsonReader, bytes, offset, end);
+            case '{':
+                return skipObject(jsonReader, bytes, offset, end);
+            case '[':
+                return skipArray(jsonReader, bytes, offset, end);
+            case 'S':
+                return skipSet(jsonReader, bytes, offset, end);
+            default:
+                return skipNumber(jsonReader, bytes, offset, end);
+        }
+    }
+
+    @Override
+    public final void skipValue() {
+        this.offset = skipValue(this, bytes, offset, end);
     }
 
     @Override
@@ -5740,9 +5933,10 @@ class JSONReaderUTF8
                         }
                         if (ch < 0) {
                             char_utf8(ch, offset);
+                        } else {
+                            this.offset = offset;
+                            this.ch = (char) ch;
                         }
-                        this.offset = offset;
-                        this.ch = (char) ch;
                         return OffsetDateTime.of(
                                 yy + ((int) ymd & 0xFF),
                                 (int) (ymd >> 24) & 0xFF,
diff --git a/core/src/main/java/com/alibaba/fastjson2/internal/asm/ASMUtils.java b/core/src/main/java/com/alibaba/fastjson2/internal/asm/ASMUtils.java
index 6d8b87589..c0c0bb390 100644
--- a/core/src/main/java/com/alibaba/fastjson2/internal/asm/ASMUtils.java
+++ b/core/src/main/java/com/alibaba/fastjson2/internal/asm/ASMUtils.java
@@ -58,6 +58,7 @@ public class ASMUtils {
     public static final String TYPE_OBJECT_READER_10 = ObjectReader10.class.getName().replace('.', '/');
     public static final String TYPE_OBJECT_READER_11 = ObjectReader11.class.getName().replace('.', '/');
     public static final String TYPE_OBJECT_READER_12 = ObjectReader12.class.getName().replace('.', '/');
+    public static final String TYPE_OBJECT_READER_NONE_DEFAULT_CONSTRUCTOR = ObjectReaderNoneDefaultConstructor.class.getName().replace('.', '/');
     public static final String TYPE_BYTE_ARRAY_VALUE_CONSUMER = ByteArrayValueConsumer.class.getName().replace('.', '/');
     public static final String TYPE_CHAR_ARRAY_VALUE_CONSUMER = CharArrayValueConsumer.class.getName().replace('.', '/');
     public static final String TYPE_TYPE_UTILS = TypeUtils.class.getName().replace('.', '/');
diff --git a/core/src/main/java/com/alibaba/fastjson2/internal/asm/Frame.java b/core/src/main/java/com/alibaba/fastjson2/internal/asm/Frame.java
index 2ff844dcd..6a313720f 100644
--- a/core/src/main/java/com/alibaba/fastjson2/internal/asm/Frame.java
+++ b/core/src/main/java/com/alibaba/fastjson2/internal/asm/Frame.java
@@ -77,6 +77,8 @@ class Frame {
 
     // Constants to manipulate the DIM field of an abstract type.
 
+    private static final int ARRAY_OF = +1 << DIM_SHIFT;
+
     /**
      * The constant to be added to an abstract type to get one with one less array dimension.
      */
@@ -877,6 +879,7 @@ class Frame {
             case Opcodes.IASTORE:
             case Opcodes.BASTORE:
             case Opcodes.CASTORE:
+            case Opcodes.AASTORE:
                 pop(3);
                 break;
             case Opcodes.POP:
@@ -980,6 +983,15 @@ class Frame {
                 push(LONG);
                 push(TOP);
                 break;
+            case Opcodes.I2F:
+                pop(1);
+                push(FLOAT);
+                break;
+            case Opcodes.I2D:
+                pop(1);
+                push(DOUBLE);
+                push(TOP);
+                break;
             case Opcodes.F2I:
             case Opcodes.ARRAYLENGTH:
             case Opcodes.INSTANCEOF:
@@ -1022,6 +1034,15 @@ class Frame {
             case Opcodes.NEW:
                 push(UNINITIALIZED_KIND | symbolTable.addUninitializedType(argSymbol.value, arg));
                 break;
+            case Opcodes.ANEWARRAY:
+                String arrayElementType = argSymbol.value;
+                pop();
+                if (arrayElementType.charAt(0) == '[') {
+                    push(symbolTable, '[' + arrayElementType);
+                } else {
+                    push(ARRAY_OF | REFERENCE_KIND | symbolTable.addType(arrayElementType));
+                }
+                break;
             case Opcodes.CHECKCAST:
                 String castType = argSymbol.value;
                 pop();
diff --git a/core/src/main/java/com/alibaba/fastjson2/internal/asm/MethodWriter.java b/core/src/main/java/com/alibaba/fastjson2/internal/asm/MethodWriter.java
index e4fd63102..372d1f733 100644
--- a/core/src/main/java/com/alibaba/fastjson2/internal/asm/MethodWriter.java
+++ b/core/src/main/java/com/alibaba/fastjson2/internal/asm/MethodWriter.java
@@ -293,6 +293,14 @@ public final class MethodWriter {
         visitInsn(Opcodes.I2L);
     }
 
+    public void i2f() {
+        visitInsn(Opcodes.I2F);
+    }
+
+    public void i2d() {
+        visitInsn(Opcodes.I2D);
+    }
+
     public void lxor() {
         visitInsn(Opcodes.LXOR);
     }
@@ -305,6 +313,10 @@ public final class MethodWriter {
         visitInsn(Opcodes.AALOAD);
     }
 
+    public void aastore() {
+        visitInsn(Opcodes.AASTORE);
+    }
+
     private void visitInsn(final int opcode) {
         lastBytecodeOffset = code.length;
         // Add the instruction to the bytecode of the method.
@@ -455,6 +467,10 @@ public final class MethodWriter {
         visitTypeInsn(Opcodes.NEW, type);
     }
 
+    public void anewArray(final String type) {
+        visitTypeInsn(Opcodes.ANEWARRAY, type);
+    }
+
     public void instanceOf(final String type) {
         visitTypeInsn(Opcodes.INSTANCEOF, type);
     }
diff --git a/core/src/main/java/com/alibaba/fastjson2/internal/asm/Opcodes.java b/core/src/main/java/com/alibaba/fastjson2/internal/asm/Opcodes.java
index 2c81f3d8e..c59fc3f15 100644
--- a/core/src/main/java/com/alibaba/fastjson2/internal/asm/Opcodes.java
+++ b/core/src/main/java/com/alibaba/fastjson2/internal/asm/Opcodes.java
@@ -91,6 +91,7 @@ public interface Opcodes {
     int DSTORE = 57; // -
     int ASTORE = 58; // -
     int IASTORE = 79; // visitInsn
+    int AASTORE = 83; // -
     int BASTORE = 84; // -
     int CASTORE = 85; // -
     int POP = 87; // visitInsn
@@ -126,6 +127,8 @@ public interface Opcodes {
     int LXOR = 131; // -
     int IINC = 132; // visitIincInsn
     int I2L = 133; // visitInsn
+    int I2F = 134; // -
+    int I2D = 135; // -
     int L2I = 136; //
     int F2I = 139; // -
     int F2L = 140; // -
@@ -173,6 +176,8 @@ public interface Opcodes {
     int INVOKESTATIC = 184; // -
     int INVOKEINTERFACE = 185; // -
     int NEW = 187; // visitTypeInsn
+    int NEWARRAY = 188; // -
+    int ANEWARRAY = 189; // -
     int ARRAYLENGTH = 190; // visitInsn
     int ATHROW = 191; // -
     int CHECKCAST = 192; // visitTypeInsn
diff --git a/core/src/main/java/com/alibaba/fastjson2/reader/FieldReader.java b/core/src/main/java/com/alibaba/fastjson2/reader/FieldReader.java
index ad2bbd3c0..935d712df 100644
--- a/core/src/main/java/com/alibaba/fastjson2/reader/FieldReader.java
+++ b/core/src/main/java/com/alibaba/fastjson2/reader/FieldReader.java
@@ -70,8 +70,10 @@ public abstract class FieldReader<T>
         this.fieldName = fieldName;
         this.fieldType = fieldType;
         this.fieldClass = fieldClass;
-        this.fieldClassSerializable = fieldClass != null && (Serializable.class.isAssignableFrom(fieldClass)
-                || Modifier.isInterface(fieldClass.getModifiers()));
+        this.fieldClassSerializable = fieldClass != null
+                && (Serializable.class.isAssignableFrom(fieldClass)
+                || Modifier.isInterface(fieldClass.getModifiers())
+                || BeanUtils.isRecord(fieldClass));
         this.features = features;
         this.fieldNameHash = Fnv.hashCode64(fieldName);
         this.fieldNameHashLCase = Fnv.hashCode64LCase(fieldName);
diff --git a/core/src/main/java/com/alibaba/fastjson2/reader/FieldReaderListParam.java b/core/src/main/java/com/alibaba/fastjson2/reader/FieldReaderListParam.java
new file mode 100644
index 000000000..9d468e110
--- /dev/null
+++ b/core/src/main/java/com/alibaba/fastjson2/reader/FieldReaderListParam.java
@@ -0,0 +1,37 @@
+package com.alibaba.fastjson2.reader;
+
+import com.alibaba.fastjson2.schema.JSONSchema;
+import com.alibaba.fastjson2.util.Fnv;
+
+import java.lang.reflect.Parameter;
+import java.lang.reflect.Type;
+import java.util.Locale;
+
+public class FieldReaderListParam
+        extends FieldReaderList {
+    final Parameter parameter;
+    final String paramName;
+    final long paramNameHash;
+
+    public FieldReaderListParam(
+            String fieldName,
+            Type fieldType,
+            String paramName,
+            Parameter parameter,
+            Class fieldClass,
+            Type itemType,
+            Class itemClass,
+            int ordinal,
+            long features,
+            String format,
+            Locale locale,
+            Object defaultValue,
+            JSONSchema schema
+    ) {
+        super(fieldName, fieldType, fieldClass, itemType, itemClass, ordinal, features, format, locale, defaultValue, schema, null, null, null);
+
+        this.paramName = paramName;
+        this.paramNameHash = Fnv.hashCode64(paramName);
+        this.parameter = parameter;
+    }
+}
diff --git a/core/src/main/java/com/alibaba/fastjson2/reader/ObjectReaderAdapter.java b/core/src/main/java/com/alibaba/fastjson2/reader/ObjectReaderAdapter.java
index e3ce7ba7b..615c3b849 100644
--- a/core/src/main/java/com/alibaba/fastjson2/reader/ObjectReaderAdapter.java
+++ b/core/src/main/java/com/alibaba/fastjson2/reader/ObjectReaderAdapter.java
@@ -445,6 +445,21 @@ public class ObjectReaderAdapter<T>
         return fieldReader;
     }
 
+    protected final void readFieldValue(long hashCode, JSONReader jsonReader, long features, Map<Long, Object> map) {
+        FieldReader fieldReader = getFieldReader(hashCode);
+        if (fieldReader == null
+                && jsonReader.isSupportSmartMatch(this.features | features)) {
+            long hashCodeL = jsonReader.getNameHashCodeLCase();
+            fieldReader = getFieldReaderLCase(hashCodeL);
+        }
+
+        if (fieldReader != null) {
+            map.put(hashCode, fieldReader.readFieldValue(jsonReader));
+        } else {
+            jsonReader.skipValue();
+        }
+    }
+
     protected final void readFieldValue(long hashCode, JSONReader jsonReader, long features, Object object) {
         FieldReader fieldReader = getFieldReader(hashCode);
         if (fieldReader == null
diff --git a/core/src/main/java/com/alibaba/fastjson2/reader/ObjectReaderBean.java b/core/src/main/java/com/alibaba/fastjson2/reader/ObjectReaderBean.java
index f19d65d70..f27257d25 100644
--- a/core/src/main/java/com/alibaba/fastjson2/reader/ObjectReaderBean.java
+++ b/core/src/main/java/com/alibaba/fastjson2/reader/ObjectReaderBean.java
@@ -10,6 +10,7 @@ import com.alibaba.fastjson2.util.TypeUtils;
 import java.io.Serializable;
 import java.lang.reflect.Type;
 import java.util.List;
+import java.util.Map;
 import java.util.function.Function;
 import java.util.function.Supplier;
 
@@ -96,6 +97,26 @@ public abstract class ObjectReaderBean<T>
         processExtra(jsonReader, object, 0);
     }
 
+    protected void processExtra(JSONReader jsonReader, Map<Long, Object> map, long features) {
+        if ((jsonReader.features(this.features | features) & JSONReader.Feature.SupportSmartMatch.mask) != 0) {
+            String fieldName = jsonReader.getFieldName();
+            if (fieldName.startsWith("is")) {
+                String fieldName1 = fieldName.substring(2);
+                long hashCode64LCase = Fnv.hashCode64LCase(fieldName1);
+                FieldReader fieldReader = getFieldReaderLCase(hashCode64LCase);
+                if (fieldReader != null) {
+                    Class fieldClass = fieldReader.fieldClass;
+                    if (fieldClass == Boolean.class || fieldClass == boolean.class) {
+                        map.put(fieldReader.fieldNameHash, fieldReader.readFieldValue(jsonReader));
+                        return;
+                    }
+                }
+            }
+        }
+
+        jsonReader.skipValue();
+    }
+
     protected void processExtra(JSONReader jsonReader, Object object, long features) {
         if ((jsonReader.features(this.features | features) & JSONReader.Feature.SupportSmartMatch.mask) != 0) {
             String fieldName = jsonReader.getFieldName();
diff --git a/core/src/main/java/com/alibaba/fastjson2/reader/ObjectReaderCreator.java b/core/src/main/java/com/alibaba/fastjson2/reader/ObjectReaderCreator.java
index 95c146235..b2fed650d 100644
--- a/core/src/main/java/com/alibaba/fastjson2/reader/ObjectReaderCreator.java
+++ b/core/src/main/java/com/alibaba/fastjson2/reader/ObjectReaderCreator.java
@@ -1273,18 +1273,14 @@ public class ObjectReaderCreator {
                         creatorConstructor.getParameters(),
                         parameterNames
                 );
-                return new ObjectReaderNoneDefaultConstructor(
+                return createNoneDefaultConstructorObjectReader(
                         objectClass,
-                        beanInfo.typeKey,
-                        beanInfo.typeName,
-                        beanInfo.readerFeatures,
+                        beanInfo,
                         constructorFunction,
                         alternateConstructors,
                         parameterNames,
                         paramFieldReaders,
-                        fieldReaderArray,
-                        null,
-                        null
+                        fieldReaderArray
                 );
             }
         }
@@ -1344,6 +1340,30 @@ public class ObjectReaderCreator {
         return objectReader;
     }
 
+    protected <T> ObjectReaderNoneDefaultConstructor createNoneDefaultConstructorObjectReader(
+            Class<T> objectClass,
+            BeanInfo beanInfo,
+            Function<Map<Long, Object>, T> constructorFunction,
+            List<Constructor> alternateConstructors,
+            String[] parameterNames,
+            FieldReader[] paramFieldReaders,
+            FieldReader[] fieldReaderArray
+    ) {
+        return new ObjectReaderNoneDefaultConstructor(
+                objectClass,
+                beanInfo.typeKey,
+                beanInfo.typeName,
+                beanInfo.readerFeatures,
+                constructorFunction,
+                alternateConstructors,
+                parameterNames,
+                paramFieldReaders,
+                fieldReaderArray,
+                null,
+                null
+        );
+    }
+
     public <T> FieldReader[] createFieldReaders(Class<T> objectClass) {
         return createFieldReaders(
                 objectClass,
@@ -2199,6 +2219,33 @@ public class ObjectReaderCreator {
             fieldClassResolved = fieldClass;
         }
 
+        Type itemType = null;
+        Class itemClass = null;
+        if (fieldTypeResolved instanceof ParameterizedType) {
+            ParameterizedType parameterizedType = (ParameterizedType) fieldTypeResolved;
+            Type[] actualTypeArguments = parameterizedType.getActualTypeArguments();
+            if (actualTypeArguments.length == 1) {
+                itemType = actualTypeArguments[0];
+                itemClass = TypeUtils.getClass(itemClass);
+            }
+        }
+        if (fieldClassResolved != null && Collection.class.isAssignableFrom(fieldClassResolved) && itemType != null) {
+            return new FieldReaderListParam(
+                    fieldName,
+                    fieldTypeResolved,
+                    paramName,
+                    parameter,
+                    fieldClassResolved,
+                    itemType,
+                    itemClass,
+                    ordinal,
+                    features,
+                    format,
+                    locale,
+                    defaultValue,
+                    schema);
+        }
+
         return new FieldReaderObjectParam(
                 fieldName,
                 fieldTypeResolved,
diff --git a/core/src/main/java/com/alibaba/fastjson2/reader/ObjectReaderCreatorASM.java b/core/src/main/java/com/alibaba/fastjson2/reader/ObjectReaderCreatorASM.java
index 3b29f8c36..7ea40e089 100644
--- a/core/src/main/java/com/alibaba/fastjson2/reader/ObjectReaderCreatorASM.java
+++ b/core/src/main/java/com/alibaba/fastjson2/reader/ObjectReaderCreatorASM.java
@@ -23,7 +23,6 @@ import java.util.function.*;
 
 import static com.alibaba.fastjson2.internal.CodeGenUtils.fieldReader;
 import static com.alibaba.fastjson2.internal.asm.ASMUtils.*;
-import static com.alibaba.fastjson2.internal.asm.Opcodes.*;
 import static com.alibaba.fastjson2.reader.ObjectReader.HASH_TYPE;
 import static com.alibaba.fastjson2.util.JDKUtils.*;
 
@@ -46,10 +45,12 @@ public class ObjectReaderCreatorASM
     static final String METHOD_DESC_READ_FIELD_VALUE = "(" + DESC_JSON_READER + "Ljava/lang/Object;)V";
     static final String GET_FIELD_READER_UL = "(J" + DESC_JSON_READER + "J)" + DESC_FIELD_READER;
     static final String READ_FIELD_READER_UL = "(J" + DESC_JSON_READER + "JLjava/lang/Object;)V";
+    static final String READ_FIELD_READER_MAP = "(J" + DESC_JSON_READER + "JLjava/util/Map;)V";
     static final String METHOD_DESC_ADD_RESOLVE_TASK = "(" + DESC_JSON_READER + "Ljava/lang/Object;Ljava/lang/String;)V";
     static final String METHOD_DESC_ADD_RESOLVE_TASK_2 = "(" + DESC_JSON_READER + "Ljava/util/List;ILjava/lang/String;)V";
     static final String METHOD_DESC_CHECK_ARRAY_AUTO_TYPE = "(" + DESC_JSON_READER + ")" + DESC_OBJECT_READER;
     static final String METHOD_DESC_PROCESS_EXTRA = "(" + DESC_JSON_READER + "Ljava/lang/Object;J)V";
+    static final String METHOD_DESC_PROCESS_EXTRA_2 = "(" + DESC_JSON_READER + "Ljava/util/Map;J)V";
 
     static final String METHOD_DESC_JSON_READER_CHECK_ARRAY_AUTO_TYPE = "(" + DESC_JSON_READER + "J)" + DESC_OBJECT_READER;
     static final String METHOD_DESC_READ_ARRAY_MAPPING_JSONB_OBJECT0 = "(" + DESC_JSON_READER + "Ljava/lang/Object;I)V";
@@ -337,6 +338,150 @@ public class ObjectReaderCreatorASM
         );
     }
 
+    @Override
+    protected <T> ObjectReaderNoneDefaultConstructor createNoneDefaultConstructorObjectReader(
+            Class<T> objectClass,
+            BeanInfo beanInfo,
+            Function<Map<Long, Object>, T> constructorFunction,
+            List<Constructor> alternateConstructors,
+            String[] parameterNames,
+            FieldReader[] paramFieldReaders,
+            FieldReader[] fieldReaderArray
+    ) {
+        ObjectReaderNoneDefaultConstructor objectReaderAdapter = new ObjectReaderNoneDefaultConstructor(
+                objectClass,
+                beanInfo.typeKey,
+                beanInfo.typeName,
+                beanInfo.readerFeatures,
+                constructorFunction,
+                alternateConstructors,
+                parameterNames,
+                paramFieldReaders,
+                fieldReaderArray,
+                null,
+                null
+        );
+
+        boolean match = true;
+
+        if (beanInfo.autoTypeBeforeHandler != null
+                || fieldReaderArray.length != 0
+                || !(constructorFunction instanceof ConstructorFunction)
+                || !alternateConstructors.isEmpty()
+                || classLoader.isExternalClass(objectClass)
+                || (beanInfo.readerFeatures & JSONReader.Feature.SupportAutoType.mask) != 0
+        ) {
+            match = false;
+        }
+
+        if (match) {
+            for (FieldReader fieldReader : paramFieldReaders) {
+                if (fieldReader.getInitReader() != null) {
+                    match = false;
+                    break;
+                }
+
+                if (fieldReader.defaultValue != null || fieldReader.schema != null) {
+                    match = false;
+                    break;
+                }
+
+                Class fieldClass = fieldReader.fieldClass;
+                if (fieldClass != null && (!Modifier.isPublic(fieldClass.getModifiers()) || classLoader.isExternalClass(fieldClass))) {
+                    match = false;
+                    break;
+                }
+
+                if (fieldReader instanceof FieldReaderMapField
+                        && ((FieldReaderMapField<?>) fieldReader).arrayToMapKey != null) {
+                    match = false;
+                    break;
+                }
+
+                if (fieldReader instanceof FieldReaderMapMethod
+                        && ((FieldReaderMapMethod<?>) fieldReader).arrayToMapKey != null) {
+                    match = false;
+                    break;
+                }
+            }
+        }
+
+        if (!match) {
+            return objectReaderAdapter;
+        }
+
+        boolean externalClass = objectClass != null && classLoader.isExternalClass(objectClass);
+        ClassWriter cw = new ClassWriter(
+                (e) -> objectClass.getName().equals(e) ? objectClass : null
+        );
+
+        beanInfo.readerFeatures |= FieldInfo.DISABLE_REFERENCE_DETECT;
+        ObjectWriteContext context = new ObjectWriteContext(beanInfo, objectClass, cw, externalClass, paramFieldReaders, null);
+        context.objectReaderAdapter = objectReaderAdapter;
+
+        genFields(paramFieldReaders, cw, TYPE_OBJECT_READER_NONE_DEFAULT_CONSTRUCTOR);
+
+        cw.visit(Opcodes.V1_8, Opcodes.ACC_PUBLIC + Opcodes.ACC_FINAL + Opcodes.ACC_SUPER, context.classNameType, TYPE_OBJECT_READER_NONE_DEFAULT_CONSTRUCTOR, new String[]{});
+
+        {
+            String MD_INIT = "(Ljava/lang/Class;Ljava/lang/String;Ljava/lang/String;JLjava/util/function/Function;Ljava/util/List;[Ljava/lang/String;[Lcom/alibaba/fastjson2/reader/FieldReader;[Lcom/alibaba/fastjson2/reader/FieldReader;[Ljava/lang/Class;[Ljava/lang/String;)V";
+
+            MethodWriter mw = cw.visitMethod(
+                    Opcodes.ACC_PUBLIC,
+                    "<init>",
+                    MD_INIT,
+                    fieldReaderArray.length <= 12 ? 32 : 128);
+            mw.aload(THIS);
+            mw.aload(1); // CLASS
+            mw.aload(2); // TYPE_KEY
+            mw.aload(3); // TYPE_NAME
+            mw.lload(4); // FEATURES
+            mw.aload(6); // CREATOR
+            mw.aload(7); // alternateConstructors
+            mw.aload(8); // paramNames
+            mw.aload(9); // paramFieldReaders
+            mw.aload(10); // setterFieldReaders
+            mw.aload(11); // seeAlso
+            mw.aload(12); // seeAlsoNames
+            mw.invokespecial(TYPE_OBJECT_READER_NONE_DEFAULT_CONSTRUCTOR, "<init>", MD_INIT);
+
+            int FIELD_READER_ARRAY = 9;
+            genInitFields(paramFieldReaders, context.classNameType, true, THIS, FIELD_READER_ARRAY, mw, TYPE_OBJECT_READER_NONE_DEFAULT_CONSTRUCTOR);
+
+            mw.return_();
+            mw.visitMaxs(3, 3);
+        }
+
+        String TYPE_OBJECT = objectClass == null ? ASMUtils.TYPE_OBJECT : ASMUtils.type(objectClass);
+
+        genMethodReadObject(context, beanInfo.readerFeatures, TYPE_OBJECT, paramFieldReaders, cw, context.classNameType);
+
+        byte[] code = cw.toByteArray();
+        try {
+            Class<?> readerClass = classLoader.defineClassPublic(context.classNameFull, code, 0, code.length);
+
+            Constructor<?> constructor = readerClass.getConstructors()[0];
+            return (ObjectReaderNoneDefaultConstructor) constructor
+                    .newInstance(
+                            objectClass,
+                            beanInfo.typeKey,
+                            beanInfo.typeName,
+                            beanInfo.readerFeatures,
+                            constructorFunction,
+                            alternateConstructors,
+                            parameterNames,
+                            paramFieldReaders,
+                            fieldReaderArray,
+                            null,
+                            null
+                    );
+        } catch (Throwable e) {
+            throw new JSONException(
+                    "create objectReader error"
+                            + (objectClass == null ? "" : ", objectType " + objectClass.getTypeName()), e);
+        }
+    }
+
     @Override
     public <T> ObjectReader<T> createObjectReader(
             Class<T> objectClass,
@@ -401,34 +546,7 @@ public class ObjectReaderCreatorASM
                 (e) -> objectClass.getName().equals(e) ? objectClass : null
         );
 
-        ObjectWriteContext context = new ObjectWriteContext(beanInfo, objectClass, cw, externalClass, fieldReaderArray);
-
-        String className = "ORG_" + seed.incrementAndGet() + "_" + fieldReaderArray.length + (objectClass == null ? "" : "_" + objectClass.getSimpleName());
-        String classNameType;
-        String classNameFull;
-
-        Package pkg = ObjectReaderCreatorASM.class.getPackage();
-        if (pkg != null) {
-            String packageName = pkg.getName();
-            int packageNameLength = packageName.length();
-            int charsLength = packageNameLength + 1 + className.length();
-            char[] chars = new char[charsLength];
-            packageName.getChars(0, packageName.length(), chars, 0);
-            chars[packageNameLength] = '.';
-            className.getChars(0, className.length(), chars, packageNameLength + 1);
-            classNameFull = new String(chars);
-
-            chars[packageNameLength] = '/';
-            for (int i = 0; i < packageNameLength; ++i) {
-                if (chars[i] == '.') {
-                    chars[i] = '/';
-                }
-            }
-            classNameType = new String(chars);
-        } else {
-            classNameType = className;
-            classNameFull = className;
-        }
+        ObjectWriteContext context = new ObjectWriteContext(beanInfo, objectClass, cw, externalClass, fieldReaderArray, defaultConstructor);
 
         final boolean generatedFields = fieldReaderArray.length < 128;
 
@@ -479,7 +597,7 @@ public class ObjectReaderCreatorASM
             genFields(fieldReaderArray, cw, objectReaderSuper);
         }
 
-        cw.visit(Opcodes.V1_8, Opcodes.ACC_PUBLIC + Opcodes.ACC_FINAL + Opcodes.ACC_SUPER, classNameType, objectReaderSuper, new String[]{});
+        cw.visit(Opcodes.V1_8, Opcodes.ACC_PUBLIC + Opcodes.ACC_FINAL + Opcodes.ACC_SUPER, context.classNameType, objectReaderSuper, new String[]{});
 
         {
             final int CLASS = 1, SUPPLIER = 2, FIELD_READER_ARRAY = 3;
@@ -504,7 +622,7 @@ public class ObjectReaderCreatorASM
             mw.aload(FIELD_READER_ARRAY);
             mw.invokespecial(objectReaderSuper, "<init>", METHOD_DESC_ADAPTER_INIT);
 
-            genInitFields(fieldReaderArray, classNameType, generatedFields, THIS, FIELD_READER_ARRAY, mw, objectReaderSuper);
+            genInitFields(fieldReaderArray, context.classNameType, generatedFields, THIS, FIELD_READER_ARRAY, mw, objectReaderSuper);
 
             mw.return_();
             mw.visitMaxs(3, 3);
@@ -559,16 +677,16 @@ public class ObjectReaderCreatorASM
             boolean disableArrayMapping = context.disableSupportArrayMapping();
             boolean disableJSONB = context.disableJSONB();
 
-            ObjectReaderAdapter objectReaderAdapter = new ObjectReaderAdapter(objectClass, beanInfo.typeKey, beanInfo.typeName, readerFeatures, null, supplier, null, fieldReaderArray);
+            context.objectReaderAdapter = new ObjectReaderAdapter(objectClass, beanInfo.typeKey, beanInfo.typeName, readerFeatures, null, supplier, null, fieldReaderArray);
 
             if (!disableJSONB) {
-                genMethodReadJSONBObject(context, defaultConstructor, readerFeatures, TYPE_OBJECT, fieldReaderArray, cw, classNameType, objectReaderAdapter);
+                genMethodReadJSONBObject(context, readerFeatures, TYPE_OBJECT, fieldReaderArray, cw, context.classNameType);
                 if (!disableArrayMapping) {
-                    genMethodReadJSONBObjectArrayMapping(context, defaultConstructor, readerFeatures, TYPE_OBJECT, fieldReaderArray, cw, classNameType, objectReaderAdapter);
+                    genMethodReadJSONBObjectArrayMapping(context, readerFeatures, TYPE_OBJECT, fieldReaderArray, cw, context.classNameType);
                 }
             }
 
-            genMethodReadObject(context, defaultConstructor, readerFeatures, TYPE_OBJECT, fieldReaderArray, cw, classNameType, objectReaderAdapter);
+            genMethodReadObject(context, readerFeatures, TYPE_OBJECT, fieldReaderArray, cw, context.classNameType);
 
             if (objectReaderSuper == TYPE_OBJECT_READER_ADAPTER
                     || objectReaderSuper == TYPE_OBJECT_READER_1
@@ -584,14 +702,14 @@ public class ObjectReaderCreatorASM
                     || objectReaderSuper == TYPE_OBJECT_READER_11
                     || objectReaderSuper == TYPE_OBJECT_READER_12
             ) {
-                genMethodGetFieldReader(fieldReaderArray, cw, classNameType, objectReaderAdapter);
-                genMethodGetFieldReaderLCase(fieldReaderArray, cw, classNameType, objectReaderAdapter);
+                genMethodGetFieldReader(fieldReaderArray, cw, context.classNameType, context.objectReaderAdapter);
+                genMethodGetFieldReaderLCase(fieldReaderArray, cw, context.classNameType, context.objectReaderAdapter);
             }
         }
 
         byte[] code = cw.toByteArray();
         try {
-            Class<?> readerClass = classLoader.defineClassPublic(classNameFull, code, 0, code.length);
+            Class<?> readerClass = classLoader.defineClassPublic(context.classNameFull, code, 0, code.length);
 
             Constructor<?> constructor = readerClass.getConstructors()[0];
             return (ObjectReaderBean) constructor
@@ -839,7 +957,7 @@ public class ObjectReaderCreatorASM
             MethodWriter mw,
             String objectReaderSuper
     ) {
-        if (objectReaderSuper != TYPE_OBJECT_READER_ADAPTER || !generatedFields) {
+        if ((objectReaderSuper != TYPE_OBJECT_READER_ADAPTER && objectReaderSuper != TYPE_OBJECT_READER_NONE_DEFAULT_CONSTRUCTOR) || !generatedFields) {
             return;
         }
 
@@ -853,7 +971,7 @@ public class ObjectReaderCreatorASM
     }
 
     private void genFields(FieldReader[] fieldReaderArray, ClassWriter cw, String objectReaderSuper) {
-        if (objectReaderSuper == TYPE_OBJECT_READER_ADAPTER) {
+        if (objectReaderSuper == TYPE_OBJECT_READER_ADAPTER || objectReaderSuper == TYPE_OBJECT_READER_NONE_DEFAULT_CONSTRUCTOR) {
             for (int i = 0; i < fieldReaderArray.length; i++) {
                 FieldWriter fv = cw.visitField(Opcodes.ACC_PUBLIC, fieldReader(i), DESC_FIELD_READER);
             }
@@ -873,16 +991,16 @@ public class ObjectReaderCreatorASM
 
     private <T> void genMethodReadJSONBObject(
             ObjectWriteContext context,
-            Constructor defaultConstructor,
             long readerFeatures,
             String TYPE_OBJECT,
             FieldReader[] fieldReaderArray,
             ClassWriter cw,
-            String classNameType,
-            ObjectReaderAdapter objectReaderAdapter
+            String classNameType
     ) {
         Class objectClass = context.objectClass;
         boolean fieldBased = (readerFeatures & JSONReader.Feature.FieldBased.mask) != 0;
+        Constructor defaultConstructor = context.defaultConstructor;
+        ObjectReaderAdapter objectReaderAdapter = context.objectReaderAdapter;
 
         MethodWriter mw = cw.visitMethod(Opcodes.ACC_PUBLIC,
                 "readJSONBObject",
@@ -961,16 +1079,13 @@ public class ObjectReaderCreatorASM
             mw.visitLabel(object_);
         }
 
-        genCreateObject(mw, context, classNameType, TYPE_OBJECT, FEATURES, fieldBased, defaultConstructor, objectReaderAdapter.creator);
+        genCreateObject(mw, context, classNameType, TYPE_OBJECT, FEATURES, fieldBased);
         mw.astore(OBJECT);
 
         mw.aload(JSON_READER);
         mw.invokevirtual(TYPE_JSON_READER, "nextIfObjectStart", "()Z");
         mw.pop();
 
-        genCreateObject(mw, context, classNameType, TYPE_OBJECT, FEATURES, fieldBased, defaultConstructor, objectReaderAdapter.creator);
-        mw.astore(OBJECT);
-
         // for (int i = 0; i < entry_cnt; ++i) {
         Label for_start_i_ = new Label(), for_end_i_ = new Label(), for_inc_i_ = new Label();
         if (!disableAutoType) {
@@ -1259,14 +1374,13 @@ public class ObjectReaderCreatorASM
 
     private <T> void genMethodReadJSONBObjectArrayMapping(
             ObjectWriteContext context,
-            Constructor defaultConstructor,
             long readerFeatures,
             String TYPE_OBJECT,
             FieldReader[] fieldReaderArray,
             ClassWriter cw,
-            String classNameType,
-            ObjectReaderAdapter objectReaderAdapter
+            String classNameType
     ) {
+        Constructor defaultConstructor = context.defaultConstructor;
         boolean fieldBased = (readerFeatures & JSONReader.Feature.FieldBased.mask) != 0;
 
         MethodWriter mw = cw.visitMethod(Opcodes.ACC_PUBLIC,
@@ -1305,7 +1419,7 @@ public class ObjectReaderCreatorASM
             mw.visitLabel(notNull_);
         }
 
-        genCreateObject(mw, context, classNameType, TYPE_OBJECT, FEATURES, fieldBased, defaultConstructor, objectReaderAdapter.creator);
+        genCreateObject(mw, context, classNameType, TYPE_OBJECT, FEATURES, fieldBased);
         mw.astore(OBJECT);
 
         Label fieldEnd_ = new Label(), entryCountMatch_ = new Label();
@@ -1386,13 +1500,11 @@ public class ObjectReaderCreatorASM
 
     private <T> void genMethodReadObject(
             ObjectWriteContext context,
-            Constructor defaultConstructor,
             long readerFeatures,
             String TYPE_OBJECT,
             FieldReader[] fieldReaderArray,
             ClassWriter cw,
-            String classNameType,
-            ObjectReaderAdapter objectReaderAdapter
+            String classNameType
     ) {
         boolean fieldBased = (readerFeatures & JSONReader.Feature.FieldBased.mask) != 0;
 
@@ -1493,13 +1605,62 @@ public class ObjectReaderCreatorASM
         mw.ifeq(notNull_);
 
         mw.aconst_null();
-        mw.astore(OBJECT);
-        mw.goto_(end_);
+        mw.areturn();
 
         mw.visitLabel(notNull_);
 
-        genCreateObject(mw, context, classNameType, TYPE_OBJECT, FEATURES, fieldBased, defaultConstructor, objectReaderAdapter.creator);
-        mw.astore(OBJECT);
+        if (context.objectReaderAdapter instanceof ObjectReaderNoneDefaultConstructor) {
+            Label L0 = new Label(), L1 = new Label();
+            mw.aload(JSON_READER);
+            mw.invokevirtual(TYPE_JSON_READER, "hasAutoTypeBeforeHandler", "()Z");
+            mw.ifne(L0);
+
+            mw.lload(FEATURES);
+            mw.visitLdcInsn(JSONReader.Feature.SupportSmartMatch.mask | JSONReader.Feature.SupportAutoType.mask);
+            mw.land();
+            mw.lconst_0();
+            mw.lcmp();
+            mw.ifeq(L1);
+
+            mw.visitLabel(L0);
+            mw.aload(THIS);
+            mw.aload(JSON_READER);
+            mw.aload(FIELD_TYPE);
+            mw.aload(FIELD_NAME);
+            mw.lload(FEATURES);
+            mw.invokespecial(TYPE_OBJECT_READER_NONE_DEFAULT_CONSTRUCTOR, "readObject", METHOD_DESC_READ_OBJECT);
+            mw.areturn();
+
+            mw.visitLabel(L1);
+
+            for (FieldReader fieldReader : fieldReaderArray) {
+                Class fieldClass = fieldReader.fieldClass;
+                int var = mwc.var(fieldReader);
+                if (fieldClass == byte.class || fieldClass == short.class || fieldClass == int.class || fieldClass == boolean.class || fieldClass == char.class) {
+                    mw.iconst_0();
+                    mw.istore(var);
+                } else if (fieldClass == long.class) {
+                    mw.lconst_0();
+                    mw.lstore(var);
+                } else if (fieldClass == float.class) {
+                    mw.iconst_0();
+                    mw.i2f();
+                    mw.fstore(var);
+                } else if (fieldClass == double.class) {
+                    mw.iconst_0();
+                    mw.i2d();
+                    mw.dstore(var);
+                } else {
+                    mw.aconst_null();
+                    mw.astore(var);
+                }
+            }
+            mw.aconst_null();
+            mw.astore(mwc.var("map"));
+        } else {
+            genCreateObject(mw, context, classNameType, TYPE_OBJECT, FEATURES, fieldBased);
+            mw.astore(OBJECT);
+        }
 
         // for (int i = 0; i < entry_cnt; ++i) {
         Label for_start_i_ = new Label(), for_end_i_ = new Label(), for_inc_i_ = new Label();
@@ -1556,17 +1717,24 @@ public class ObjectReaderCreatorASM
 
         mw.visitLabel(hashCode64Start);
 
-        mw.aload(JSON_READER);
-        mw.invokevirtual(TYPE_JSON_READER, "readFieldNameHashCode", "()J");
-        mw.dup2();
-        mw.lstore(HASH_CODE64);
-        mw.visitLdcInsn(-1L);
-        mw.lcmp();
-        mw.ifeq(for_end_i_);
+        if (switchGen && context.objectReaderAdapter instanceof ObjectReaderNoneDefaultConstructor) {
+            mw.aload(JSON_READER);
+            mw.invokevirtual(TYPE_JSON_READER, "skipName", "()Z");
+            mw.pop();
+        } else {
+            mw.aload(JSON_READER);
+            mw.invokevirtual(TYPE_JSON_READER, "readFieldNameHashCode", "()J");
+            mw.dup2();
+            mw.lstore(HASH_CODE64);
+
+            mw.visitLdcInsn(-1L);
+            mw.lcmp();
+            mw.ifeq(for_end_i_);
+        }
 
         mw.visitLabel(hashCode64End);
 
-        if (!disableAutoType) {
+        if (!disableAutoType && !(context.objectReaderAdapter instanceof ObjectReaderNoneDefaultConstructor)) {
             Label noneAutoType_ = new Label();
 
             // if (i != 0 && hash == HASH_TYPE && jsonReader.isSupportAutoType())
@@ -1598,19 +1766,24 @@ public class ObjectReaderCreatorASM
 
         // continue
         if (switchGen) {
-            mw.aload(THIS);
-            mw.lload(HASH_CODE64);
-            mw.aload(JSON_READER);
-            mw.lload(FEATURES);
-            mw.aload(OBJECT);
-            mw.invokevirtual(TYPE_OBJECT_READER_ADAPTER, "readFieldValue", READ_FIELD_READER_UL);
+            if (context.objectReaderAdapter instanceof ObjectReaderNoneDefaultConstructor) {
+                mw.aload(JSON_READER);
+                mw.invokevirtual(TYPE_JSON_READER, "skipValue", "()V");
+            } else {
+                mw.aload(THIS);
+                mw.lload(HASH_CODE64);
+                mw.aload(JSON_READER);
+                mw.lload(FEATURES);
+                mw.aload(OBJECT);
+                mw.invokevirtual(TYPE_OBJECT_READER_ADAPTER, "readFieldValue", READ_FIELD_READER_UL);
+            }
             mw.goto_(for_inc_i_); // continue
         } else if (fieldReaderArray.length > 6) {
             // use switch
             Map<Integer, List<Long>> map = new TreeMap();
 
-            for (int i = 0; i < objectReaderAdapter.hashCodes.length; i++) {
-                long hashCode64 = objectReaderAdapter.hashCodes[i];
+            for (int i = 0; i < context.objectReaderAdapter.hashCodes.length; i++) {
+                long hashCode64 = context.objectReaderAdapter.hashCodes[i];
                 int hashCode32 = (int) (hashCode64 ^ (hashCode64 >>> 32));
                 List<Long> hashCode64List = map.computeIfAbsent(hashCode32, k -> new ArrayList<>());
                 hashCode64List.add(hashCode64);
@@ -1656,8 +1829,8 @@ public class ObjectReaderCreatorASM
                     mw.lcmp();
                     mw.ifne(next);
 
-                    int m = Arrays.binarySearch(objectReaderAdapter.hashCodes, hashCode64);
-                    int index = objectReaderAdapter.mapping[m];
+                    int m = Arrays.binarySearch(context.objectReaderAdapter.hashCodes, hashCode64);
+                    int index = context.objectReaderAdapter.mapping[m];
 
                     FieldReader fieldReader = fieldReaderArray[index];
 
@@ -1824,11 +1997,19 @@ public class ObjectReaderCreatorASM
             mw.visitLabel(processExtra_);
         }
         if (!switchGen) {
-            mw.aload(THIS);
-            mw.aload(JSON_READER);
-            mw.aload(OBJECT);
-            mw.lload(FEATURES);
-            mw.invokevirtual(TYPE_OBJECT_READER_ADAPTER, "processExtra", METHOD_DESC_PROCESS_EXTRA);
+            if (context.objectReaderAdapter instanceof ObjectReaderNoneDefaultConstructor) {
+                mw.aload(THIS);
+                mw.aload(JSON_READER);
+                mw.aload(mwc.var("map"));
+                mw.lload(FEATURES);
+                mw.invokevirtual(TYPE_OBJECT_READER_ADAPTER, "processExtra", METHOD_DESC_PROCESS_EXTRA_2);
+            } else {
+                mw.aload(THIS);
+                mw.aload(JSON_READER);
+                mw.aload(OBJECT);
+                mw.lload(FEATURES);
+                mw.invokevirtual(TYPE_OBJECT_READER_ADAPTER, "processExtra", METHOD_DESC_PROCESS_EXTRA);
+            }
             mw.goto_(for_inc_i_); // continue
         }
 
@@ -1842,7 +2023,60 @@ public class ObjectReaderCreatorASM
 
         mw.visitLabel(end_);
 
-        mw.aload(OBJECT);
+        if (context.objectReaderAdapter instanceof ObjectReaderNoneDefaultConstructor) {
+            ObjectReaderNoneDefaultConstructor objectReaderNoneDefaultConstructor = (ObjectReaderNoneDefaultConstructor) context.objectReaderAdapter;
+            boolean constructDirect = true;
+            if (classLoader.isExternalClass(context.objectClass)
+                    || (objectReaderNoneDefaultConstructor.constructor != null && !Modifier.isPublic(objectReaderNoneDefaultConstructor.constructor.getModifiers()))
+                    || (context.objectClass != null && !Modifier.isPublic(context.objectClass.getModifiers()))
+            ) {
+                constructDirect = false;
+            }
+
+            if (constructDirect) {
+                mw.new_(TYPE_OBJECT);
+                mw.dup();
+                StringBuilder buf = new StringBuilder().append("(");
+                for (FieldReader fieldReader : fieldReaderArray) {
+                    mw.loadLocal(fieldReader.fieldClass, mwc.var(fieldReader));
+                    buf.append(ASMUtils.desc(fieldReader.fieldClass));
+                }
+                buf.append(")V");
+                mw.invokespecial(TYPE_OBJECT, "<init>", buf.toString());
+            } else {
+                mw.aload(THIS);
+                mw.iconst_n(fieldReaderArray.length);
+                mw.anewArray("java/lang/Object");
+                for (int i = 0; i < fieldReaderArray.length; i++) {
+                    FieldReader fieldReader = fieldReaderArray[i];
+                    mw.dup();
+                    mw.iconst_n(i);
+                    mw.loadLocal(fieldReader.fieldClass, mwc.var(fieldReader));
+                    if (fieldReader.fieldClass == int.class) {
+                        mw.invokestatic("java/lang/Integer", "valueOf", "(I)Ljava/lang/Integer;");
+                    } else if (fieldReader.fieldClass == long.class) {
+                        mw.invokestatic("java/lang/Long", "valueOf", "(J)Ljava/lang/Long;");
+                    } else if (fieldReader.fieldClass == float.class) {
+                        mw.invokestatic("java/lang/Float", "valueOf", "(F)Ljava/lang/Float;");
+                    } else if (fieldReader.fieldClass == double.class) {
+                        mw.invokestatic("java/lang/Double", "valueOf", "(D)Ljava/lang/Double;");
+                    } else if (fieldReader.fieldClass == boolean.class) {
+                        mw.invokestatic("java/lang/Boolean", "valueOf", "(Z)Ljava/lang/Boolean;");
+                    } else if (fieldReader.fieldClass == short.class) {
+                        mw.invokestatic("java/lang/Short", "valueOf", "(S)Ljava/lang/Short;");
+                    } else if (fieldReader.fieldClass == byte.class) {
+                        mw.invokestatic("java/lang/Byte", "valueOf", "(B)Ljava/lang/Byte;");
+                    } else if (fieldReader.fieldClass == char.class) {
+                        mw.invokestatic("java/lang/Character", "valueOf", "(C)Ljava/lang/Character;");
+                    }
+                    mw.aastore();
+                }
+                mw.invokevirtual(TYPE_OBJECT_READER_NONE_DEFAULT_CONSTRUCTOR, "createInstance", "([Ljava/lang/Object;)Ljava/lang/Object;");
+            }
+            mw.areturn();
+        } else {
+            mw.aload(OBJECT);
+        }
         mw.areturn();
 
         mw.visitMaxs(5, 10);
@@ -2661,10 +2895,10 @@ public class ObjectReaderCreatorASM
             String classNameType,
             String TYPE_OBJECT,
             int FEATURES,
-            boolean fieldBased,
-            Constructor defaultConstructor,
-            Supplier creator
+            boolean fieldBased
     ) {
+        Constructor defaultConstructor = context.defaultConstructor;
+        Supplier creator = context.objectReaderAdapter.creator;
         Class objectClass = context.objectClass;
         final int JSON_READER = 1;
 
@@ -2687,7 +2921,7 @@ public class ObjectReaderCreatorASM
                 mw.checkcast(TYPE_OBJECT);
             }
         } else {
-            newObject(mw, TYPE_OBJECT, defaultConstructor);
+            newObject(mw, TYPE_OBJECT, context.defaultConstructor);
         }
 
         if (context.hasStringField) {
@@ -2755,7 +2989,9 @@ public class ObjectReaderCreatorASM
         String TYPE_FIELD_CLASS = ASMUtils.type(fieldClass);
         String DESC_FIELD_CLASS = ASMUtils.desc(fieldClass);
 
-        mw.aload(OBJECT);
+        if (!(context.objectReaderAdapter instanceof ObjectReaderNoneDefaultConstructor)) {
+            mw.aload(OBJECT);
+        }
         int fieldModifier = 0;
         if ((fieldBased || method == null) && field != null) {
             fieldModifier = field.getModifiers();
@@ -2919,7 +3155,9 @@ public class ObjectReaderCreatorASM
 
                 mw.aload(JSON_READER);
                 mw.invokevirtual(TYPE_JSON_READER, "skipValue", "()V");
-                mw.pop();
+                if (!(context.objectReaderAdapter instanceof ObjectReaderNoneDefaultConstructor)) {
+                    mw.pop();
+                }
                 mw.goto_(endSet_);
 
                 mw.visitLabel(endIgnoreCheck_);
@@ -2962,7 +3200,8 @@ public class ObjectReaderCreatorASM
                         fieldFeatures,
                         itemType,
                         TYPE_FIELD_CLASS,
-                        context
+                        context,
+                        fieldBased
                 );
             } else {
                 final String FIELD_OBJECT_READER = fieldObjectReader(i);
@@ -3131,6 +3370,11 @@ public class ObjectReaderCreatorASM
                 mw.visitVarInsn(LOAD, FIELD_VALUE);
                 mw.invokevirtual("sun/misc/Unsafe", methodName, methodDes);
             }
+        } else if (context.objectReaderAdapter instanceof ObjectReaderNoneDefaultConstructor) {
+            if (!fieldClass.isPrimitive()) {
+                mw.checkcast(ASMUtils.type(fieldClass));
+            }
+            mw.storeLocal(fieldClass, mwc.var(fieldReader));
         } else {
             boolean invokeFieldReaderAccept = context.externalClass || method == null || !context.publicClass;
 
@@ -3526,7 +3770,8 @@ public class ObjectReaderCreatorASM
             long fieldFeatures,
             Type itemType,
             String TYPE_FIELD_CLASS,
-            ObjectWriteContext context
+            ObjectWriteContext context,
+            boolean fieldBased
     ) {
         if (itemType == null) {
             itemType = Object.class;
@@ -3536,7 +3781,12 @@ public class ObjectReaderCreatorASM
         String ITEM_OBJECT_READER = fieldItemObjectReader(i);
         MethodWriter mw = mwc.mw;
 
-        Integer LIST = mwc.var(fieldClass);
+        int LIST;
+        if (context.objectReaderAdapter instanceof ObjectReaderNoneDefaultConstructor) {
+            LIST = mwc.var(fieldReader);
+        } else {
+            LIST = mwc.var(fieldClass);
+        }
         Integer AUTO_TYPE_OBJECT_READER = mwc.var(ObjectReader.class);
 
         String LIST_TYPE = fieldClass.isInterface() ? "java/util/ArrayList" : TYPE_FIELD_CLASS;
@@ -3833,13 +4083,18 @@ public class ObjectReaderCreatorASM
         final boolean hasStringField;
         final int fieldNameLengthMin;
         final int fieldNameLengthMax;
+        final String classNameType;
+        final String classNameFull;
+        final Constructor defaultConstructor;
+        ObjectReaderAdapter objectReaderAdapter;
 
         public ObjectWriteContext(
                 BeanInfo beanInfo,
                 Class objectClass,
                 ClassWriter cw,
                 boolean externalClass,
-                FieldReader[] fieldReaders
+                FieldReader[] fieldReaders,
+                Constructor defaultConstructor
         ) {
             this.beanInfo = beanInfo;
             this.objectClass = objectClass;
@@ -3847,6 +4102,7 @@ public class ObjectReaderCreatorASM
             this.publicClass = objectClass == null || Modifier.isPublic(objectClass.getModifiers());
             this.externalClass = externalClass;
             this.fieldReaders = fieldReaders;
+            this.defaultConstructor = defaultConstructor;
 
             int fieldNameLengthMin = 0, fieldNameLengthMax = 0;
             boolean hasStringField = false;
@@ -3876,6 +4132,31 @@ public class ObjectReaderCreatorASM
             this.hasStringField = hasStringField;
             this.fieldNameLengthMin = fieldNameLengthMin;
             this.fieldNameLengthMax = fieldNameLengthMax;
+
+            String className = "ORG_" + seed.incrementAndGet() + "_" + fieldReaders.length + (objectClass == null ? "" : "_" + objectClass.getSimpleName());
+
+            Package pkg = ObjectReaderCreatorASM.class.getPackage();
+            if (pkg != null) {
+                String packageName = pkg.getName();
+                int packageNameLength = packageName.length();
+                int charsLength = packageNameLength + 1 + className.length();
+                char[] chars = new char[charsLength];
+                packageName.getChars(0, packageName.length(), chars, 0);
+                chars[packageNameLength] = '.';
+                className.getChars(0, className.length(), chars, packageNameLength + 1);
+                classNameFull = new String(chars);
+
+                chars[packageNameLength] = '/';
+                for (int i = 0; i < packageNameLength; ++i) {
+                    if (chars[i] == '.') {
+                        chars[i] = '/';
+                    }
+                }
+                classNameType = new String(chars);
+            } else {
+                classNameType = className;
+                classNameFull = className;
+            }
         }
 
         public boolean disableSupportArrayMapping() {
@@ -4296,6 +4577,24 @@ public class ObjectReaderCreatorASM
             return var;
         }
 
+        int var(FieldReader fieldReader) {
+            return var("_param_" + fieldReader.fieldName, fieldReader.fieldClass);
+        }
+
+        int var(String name, Class type) {
+            Integer var = variants.get(name);
+            if (var == null) {
+                var = maxVariant;
+                variants.put(name, var);
+                if (type == long.class || type == double.class) {
+                    maxVariant += 2;
+                } else {
+                    maxVariant += 1;
+                }
+            }
+            return var;
+        }
+
         int var2(Object key) {
             Integer var = variants.get(key);
             if (var == null) {
diff --git a/core/src/main/java/com/alibaba/fastjson2/reader/ObjectReaderNoneDefaultConstructor.java b/core/src/main/java/com/alibaba/fastjson2/reader/ObjectReaderNoneDefaultConstructor.java
index b274f942b..27c177eef 100644
--- a/core/src/main/java/com/alibaba/fastjson2/reader/ObjectReaderNoneDefaultConstructor.java
+++ b/core/src/main/java/com/alibaba/fastjson2/reader/ObjectReaderNoneDefaultConstructor.java
@@ -5,6 +5,7 @@ import com.alibaba.fastjson2.util.Fnv;
 import com.alibaba.fastjson2.util.TypeUtils;
 
 import java.lang.reflect.Constructor;
+import java.lang.reflect.InvocationTargetException;
 import java.lang.reflect.Type;
 import java.util.*;
 import java.util.function.Function;
@@ -16,8 +17,9 @@ public class ObjectReaderNoneDefaultConstructor<T>
         extends ObjectReaderAdapter<T> {
     final String[] paramNames;
     final FieldReader[] setterFieldReaders;
-    private final Function<Map<Long, Object>, T> creator;
+    final Function<Map<Long, Object>, T> creatorFunction;
     final Map<Long, FieldReader> paramFieldReaderMap;
+    final Constructor noneDefaultConstructor;
 
     public ObjectReaderNoneDefaultConstructor(
             Class objectClass,
@@ -47,12 +49,17 @@ public class ObjectReaderNoneDefaultConstructor<T>
         );
 
         this.paramNames = paramNames;
-        this.creator = creator;
+        this.creatorFunction = creator;
         this.setterFieldReaders = setterFieldReaders;
         this.paramFieldReaderMap = new HashMap<>();
         for (FieldReader paramFieldReader : paramFieldReaders) {
             paramFieldReaderMap.put(paramFieldReader.fieldNameHash, paramFieldReader);
         }
+        if (creatorFunction instanceof ConstructorFunction) {
+            noneDefaultConstructor = ((ConstructorFunction) creator).constructor;
+        } else {
+            noneDefaultConstructor = null;
+        }
     }
 
     static FieldReader[] concat(FieldReader[] a, FieldReader[] b) {
@@ -65,9 +72,14 @@ public class ObjectReaderNoneDefaultConstructor<T>
         return a;
     }
 
+    @SuppressWarnings("rawtypes")
+    public Collection<FieldReader> getParameterFieldReaders() {
+        return paramFieldReaderMap.values();
+    }
+
     @Override
     public T createInstanceNoneDefaultConstructor(Map<Long, Object> values) {
-        return creator.apply(values);
+        return creatorFunction.apply(values);
     }
 
     @Override
@@ -342,7 +354,7 @@ public class ObjectReaderNoneDefaultConstructor<T>
         }
 
         Map<Long, Object> argsMap = valueMap == null ? Collections.emptyMap() : valueMap;
-        T object = creator.apply(argsMap);
+        T object = creatorFunction.apply(argsMap);
 
         if (setterFieldReaders != null && valueMap != null) {
             for (int i = 0; i < setterFieldReaders.length; i++) {
@@ -521,4 +533,13 @@ public class ObjectReaderNoneDefaultConstructor<T>
 
         return object;
     }
+
+    public T createInstance(Object[] args) {
+        try {
+            return (T) noneDefaultConstructor.newInstance(args);
+        } catch (InstantiationException | IllegalAccessException | IllegalArgumentException |
+                 InvocationTargetException e) {
+            throw new JSONException("invoke constructor error, " + constructor, e);
+        }
+    }
 }
diff --git a/core/src/main/java/com/alibaba/fastjson2/util/IOUtils.java b/core/src/main/java/com/alibaba/fastjson2/util/IOUtils.java
index 195144bc9..5a6d7f396 100644
--- a/core/src/main/java/com/alibaba/fastjson2/util/IOUtils.java
+++ b/core/src/main/java/com/alibaba/fastjson2/util/IOUtils.java
@@ -1356,18 +1356,50 @@ public class IOUtils {
         return UNSAFE.getInt(buf, ARRAY_BYTE_BASE_OFFSET + pos) == ALSE;
     }
 
+    public static boolean notALSE(byte[] buf, int pos) {
+        return UNSAFE.getInt(buf, ARRAY_BYTE_BASE_OFFSET + pos) != ALSE;
+    }
+
     public static boolean isALSE(char[] buf, int pos) {
         return getLongUnaligned(buf, pos) == ALSE_64;
     }
 
+    public static boolean notALSE(char[] buf, int pos) {
+        return getLongUnaligned(buf, pos) != ALSE_64;
+    }
+
     public static boolean isNULL(byte[] buf, int pos) {
         return UNSAFE.getInt(buf, ARRAY_BYTE_BASE_OFFSET + pos) == NULL_32;
     }
 
+    public static boolean notNULL(byte[] buf, int pos) {
+        return UNSAFE.getInt(buf, ARRAY_BYTE_BASE_OFFSET + pos) != NULL_32;
+    }
+
+    public static boolean isTRUE(byte[] buf, int pos) {
+        return UNSAFE.getInt(buf, ARRAY_BYTE_BASE_OFFSET + pos) == TRUE;
+    }
+
+    public static boolean notTRUE(byte[] buf, int pos) {
+        return UNSAFE.getInt(buf, ARRAY_BYTE_BASE_OFFSET + pos) != TRUE;
+    }
+
+    public static boolean isTRUE(char[] buf, int pos) {
+        return UNSAFE.getLong(buf, ARRAY_BYTE_BASE_OFFSET + ((long) pos << 1)) == TRUE_64;
+    }
+
+    public static boolean notTRUE(char[] buf, int pos) {
+        return UNSAFE.getLong(buf, ARRAY_BYTE_BASE_OFFSET + ((long) pos << 1)) != TRUE_64;
+    }
+
     public static boolean isNULL(char[] buf, int pos) {
         return getLongUnaligned(buf, pos) == NULL_64;
     }
 
+    public static boolean notNULL(char[] buf, int pos) {
+        return getLongUnaligned(buf, pos) != NULL_64;
+    }
+
     public static void putNULL(byte[] buf, int pos) {
         UNSAFE.putInt(buf, ARRAY_CHAR_BASE_OFFSET + pos, NULL_32);
     }
diff --git a/pom.xml b/pom.xml
index 08bf27cf6..2c7d41369 100644
--- a/pom.xml
+++ b/pom.xml
@@ -1019,6 +1019,15 @@
                 <module>test-jdk17</module>
             </modules>
         </profile>
+        <profile>
+            <id>enable-for-jdk21+</id>
+            <activation>
+                <jdk>[21,)</jdk>
+            </activation>
+            <modules>
+                <module>benchmark_21</module>
+            </modules>
+        </profile>
         <profile>
             <id>enable-codegen</id>
             <activation>
diff --git a/test-jdk17/pom.xml b/test-jdk17/pom.xml
index 11ded1e0c..7ee056ccc 100644
--- a/test-jdk17/pom.xml
+++ b/test-jdk17/pom.xml
@@ -28,5 +28,9 @@
             <artifactId>fastjson2</artifactId>
             <version>${project.version}</version>
         </dependency>
+        <dependency>
+            <groupId>commons-io</groupId>
+            <artifactId>commons-io</artifactId>
+        </dependency>
     </dependencies>
 </project>
diff --git a/test-jdk17/src/test/java/com/alibaba/fastjson2/RecordTest.java b/test-jdk17/src/test/java/com/alibaba/fastjson2/RecordTest.java
index 170364dbb..7a3289d46 100644
--- a/test-jdk17/src/test/java/com/alibaba/fastjson2/RecordTest.java
+++ b/test-jdk17/src/test/java/com/alibaba/fastjson2/RecordTest.java
@@ -2,6 +2,10 @@ package com.alibaba.fastjson2;
 
 import org.junit.jupiter.api.Test;
 
+import java.io.Serializable;
+import java.util.Arrays;
+import java.util.List;
+
 import static org.junit.jupiter.api.Assertions.assertEquals;
 
 public class RecordTest {
@@ -14,7 +18,49 @@ public class RecordTest {
 
         JSONObject object = JSON.parseObject(str);
         assertEquals(item.value, object.get("value"));
+
+        Item item2 = JSON.parseObject(str, Item.class);
+        assertEquals(item.value, item2.value);
     }
 
-    record Item(int value) { }
+    public record Item(int value) {
+    }
+
+    @Test
+    public void test1() {
+        Item1 item = new Item1(Arrays.asList("abc"));
+        String str = JSON.toJSONString(item);
+        Item1 item2 = JSON.parseObject(str, Item1.class);
+        assertEquals(item.value, item2.value);
+    }
+
+    public record Item1(List<String> value) {
+    }
+
+    @Test
+    public void test2() {
+        Item2 item = new Item2(Arrays.asList(new Item(123)));
+        String str = JSON.toJSONString(item);
+        Item2 item2 = JSON.parseObject(str, Item2.class);
+        assertEquals(item.value.size(), item2.value.size());
+        assertEquals(item.value.get(0).value, item2.value.get(0).value);
+    }
+
+    public record Item2(List<Item> value) {
+    }
+
+    @Test
+    public void test3() {
+        Item3 item = new Item3(new User(true, "abc"));
+        String str = JSON.toJSONString(item);
+        Item3 item2 = JSON.parseObject(str, Item3.class);
+        assertEquals(item.user.default_profile, item2.user.default_profile);
+        assertEquals(item.user.screen_name, item2.user.screen_name);
+    }
+
+    public record User(boolean default_profile, String screen_name) {
+    }
+
+    public record Item3(User user) implements Serializable {
+    }
 }