{"id":99035,"name":null,"description":"Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano","url":"https://github.com/alan-turing-institute/pymc3","last_synced_at":"2025-09-09T02:28:30.375Z","repository":{"id":46721190,"uuid":"235851737","full_name":"alan-turing-institute/pymc3","owner":"alan-turing-institute","description":"Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano","archived":false,"fork":true,"pushed_at":"2021-10-26T13:53:10.000Z","size":647695,"stargazers_count":10,"open_issues_count":9,"forks_count":2,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-03-20T20:58:18.061Z","etag":null,"topics":["hut23","hut23-522"],"latest_commit_sha":null,"homepage":"https://docs.pymc.io/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":"pymc-devs/pymc","license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/alan-turing-institute.png","metadata":{"files":{"readme":"README.rst","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.bib","codeowners":null,"security":null,"support":null}},"created_at":"2020-01-23T17:47:10.000Z","updated_at":"2023-05-12T14:04:10.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/alan-turing-institute/pymc3","commit_stats":null,"previous_names":[],"tags_count":31,"template":false,"template_full_name":null,"purl":"pkg:github/alan-turing-institute/pymc3","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2Fpymc3","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2Fpymc3/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2Fpymc3/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2Fpymc3/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/alan-turing-institute","download_url":"https://codeload.github.com/alan-turing-institute/pymc3/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2Fpymc3/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274231918,"owners_count":25245882,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-09T02:00:10.223Z","response_time":80,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"owner":{"login":"alan-turing-institute","name":"The Alan Turing Institute","uuid":"18304793","kind":"organization","description":"The UK's national institute for data science and artificial intelligence.","email":"info@turing.ac.uk","website":"https://turing.ac.uk","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/18304793?v=4","repositories_count":477,"last_synced_at":"2024-03-20T20:54:47.403Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/alan-turing-institute","funding_links":[],"total_stars":6118,"followers":null,"following":null,"created_at":"2022-11-09T04:45:51.433Z","updated_at":"2024-03-20T20:56:49.775Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/alan-turing-institute","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/alan-turing-institute/repositories"},"packages":[],"commits":{"id":1385466,"full_name":"alan-turing-institute/pymc3","default_branch":"master","committers":[{"name":"Chris Fonnesbeck","email":"chris.fonnesbeck@vanderbilt.edu","login":null,"count":1362},{"name":"anand.prabhakar.patil","email":"anand.prabhakar.patil@15d7aa0b-6f1a-0410-991a-d59f85d14984","login":null,"count":803},{"name":"John Salvatier","email":"jsalvatier@gmail.com","login":null,"count":642},{"name":"Thomas Wiecki","email":"thomas.wiecki@gmail.com","login":null,"count":489},{"name":"david.huard","email":"david.huard@15d7aa0b-6f1a-0410-991a-d59f85d14984","login":null,"count":344},{"name":"Maxim Kochurov","email":"maxim.v.kochurov@gmail.com","login":null,"count":320},{"name":"Anand Patil","email":"anand.prabhakar.patil@gmail.com","login":null,"count":246},{"name":"Bill Engels","email":"w.j.engels@gmail.com","login":null,"count":220},{"name":"Osvaldo Martin","email":"aloctavodia@gmail.com","login":null,"count":178},{"name":"Brandon T. Willard","email":"brandonwillard","login":"brandonwillard","count":173},{"name":"Junpeng Lao","email":"junpeng.lao@unifr.ch","login":null,"count":148},{"name":"Adrian Seyboldt","email":"adrian.seyboldt@gmail.com","login":null,"count":107},{"name":"Colin","email":"ColCarroll","login":"ColCarroll","count":101},{"name":"Colin Carroll","email":"colcarroll@gmail.com","login":null,"count":99},{"name":"AustinRochford","email":"arochford@monetate.com","login":null,"count":85},{"name":"Kyle Meyer","email":"kyle@kyleam.com","login":null,"count":80},{"name":"Robert P. Goldman","email":"rpgoldman@goldman-tribe.org","login":null,"count":75},{"name":"Ricardo","email":"ricardo.vieira1994@gmail.com","login":null,"count":68},{"name":"Marco Gorelli","email":"m.e.gorelli@gmail.com","login":null,"count":63},{"name":"Michael Osthege","email":"michael.osthege@outlook.com","login":null,"count":59},{"name":"Peadar Coyle","email":"peadarcoyle@googlemail.com","login":null,"count":51},{"name":"Junpeng Lao","email":"junpenglao@gmail.com","login":null,"count":50},{"name":"Luciano Paz","email":"luciano.paz.neuro@gmail.com","login":null,"count":49},{"name":"Michael Osthege","email":"m.osthege@fz-juelich.de","login":null,"count":45},{"name":"David Huard","email":"david@huard.(none)","login":null,"count":44},{"name":"Adrian Seyboldt","email":"aseyboldt","login":"aseyboldt","count":42},{"name":"taku-y","email":"taku.yoshioka.4096@gmail.com","login":null,"count":42},{"name":"Ravin Kumar","email":"ravinsdrive@gmail.com","login":null,"count":36},{"name":"ricardoV94","email":"28983449+ricardoV94","login":"ricardoV94","count":35},{"name":"mwibrow","email":"mwibrow@gmail.com","login":null,"count":34},{"name":"George Ho","email":"georgeho1618@gmail.com","login":null,"count":34},{"name":"Thomas Kluyver","email":"takowl@gmail.com","login":"takluyver","count":33},{"name":"Demetri","email":"dpananos@gmail.com","login":null,"count":29},{"name":"Kyle Beauchamp","email":"kyleabeauchamp@gmail.com","login":null,"count":28},{"name":"michaelosthege","email":"thecakedev@hotmail.com","login":null,"count":28},{"name":"Alexandre ANDORRA","email":"andorra.alexandre@gmail.com","login":null,"count":27},{"name":"Eelke Spaak","email":"eelke.spaak@gmail.com","login":null,"count":26},{"name":"colin","email":"colin@kensho.com","login":null,"count":25},{"name":"Oriol Abril-Pla","email":"oriol.abril.pla@gmail.com","login":null,"count":24},{"name":"Benjamin Edwards","email":"bedwards@cs.unm.edu","login":null,"count":20},{"name":"Robert P. Goldman","email":"rpgoldman@sift.net","login":null,"count":16},{"name":"Juan Martín Loyola","email":"jmloyola@outlook.com","login":null,"count":16},{"name":"twiecki","email":"twiecki","login":"twiecki","count":15},{"name":"jordan-melendez","email":"jmelendez1992@gmail.com","login":null,"count":15},{"name":"Sergei Lebedev","email":"superbobry@gmail.com","login":null,"count":15},{"name":"kc611","email":"ckaustubhm06@gmail.com","login":null,"count":15},{"name":"hvasbath","email":"Hannes.Bathke@gmx.net","login":null,"count":14},{"name":"Michael Osthege","email":"zufallsprinzip@hotmail.de","login":null,"count":12},{"name":"kiudee","email":"quietdeath@gmail.com","login":null,"count":12},{"name":"Marco De Nadai","email":"me@marcodena.it","login":null,"count":12},{"name":"Sayam Kumar","email":"sayamkumar753@yahoo.in","login":null,"count":11},{"name":"Wes McKinney","email":"wesmckinn@gmail.com","login":null,"count":11},{"name":"Tirth Patel","email":"tirthasheshpatel@gmail.com","login":null,"count":10},{"name":"JIMENOFONSECA","email":"fonseca@arch.ethz.ch","login":"jimenofonseca","count":9},{"name":"Alexander Rodin","email":"rodin.alexander@gmail.com","login":null,"count":9},{"name":"M. Domenzain","email":"ld@airinov.fr","login":null,"count":9},{"name":"A. Flaxman","email":"abie@alum.mit.edu","login":null,"count":9},{"name":"M. Domenzain","email":"luis.domenzain@airinov.com","login":null,"count":9},{"name":"A Kuz","email":"for.akuz@gmail.com","login":null,"count":9},{"name":"Eric Ma","email":"ericmjl","login":"ericmjl","count":8},{"name":"David Brochart","email":"david.brochart@gmail.com","login":"davidbrochart","count":8},{"name":"Raul-ing Average","email":"rmaldonadocloud@outlook.com","login":null,"count":8},{"name":"Bhargav Srinivasa","email":"bhargavvader@gmail.com","login":null,"count":8},{"name":"gBokiau","email":"guillaume.bokiau@gmail.com","login":null,"count":8},{"name":"Jonathan Friedman","email":"jonathan.h.friedman@gmail.com","login":null,"count":8},{"name":"Luciano Paz","email":"chulo1787@gmail.com","login":null,"count":8},{"name":"jonsedar","email":"jon@sedar.co","login":null,"count":7},{"name":"Amit Kushwaha","email":"amit.kushwah@gmail.com","login":null,"count":7},{"name":"jonsedar","email":"jon.sedar@applied.ai","login":null,"count":7},{"name":"fredcallaway","email":"fredc@llaway.com","login":null,"count":7},{"name":"Imri Sofer","email":"imrisofer@gmail.com","login":null,"count":7},{"name":"Christopher Krapu","email":"ckrapu@gmail.com","login":null,"count":6},{"name":"gBokiau","email":"gBokiau","login":"gBokiau","count":5},{"name":"Hannes Vasyura-Bathke","email":"hannes.bathke@gmx.net","login":null,"count":5},{"name":"tyarkoni","email":"tyarkoni@gmail.com","login":null,"count":5},{"name":"Tim Blazina","email":"tim.blazina@gmail.com","login":null,"count":5},{"name":"Chad Heyne","email":"chadheyne@gmail.com","login":null,"count":5},{"name":"Farhan Reynaldo","email":"xynxnx@gmail.com","login":null,"count":5},{"name":"Andrea Zonca","email":"code@andreazonca.com","login":null,"count":5},{"name":"taku-y","email":"taku-y@server.local","login":null,"count":5},{"name":"Zach Ploskey","email":"zploskey@gmail.com","login":null,"count":5},{"name":"mikkelbue","email":"m.lykkegaard@exeter.ac.uk","login":null,"count":5},{"name":"Yash Shukla","email":"56587507+Yash1256","login":"Yash1256","count":4},{"name":"Bas Nijholt","email":"basnijholt@gmail.com","login":"basnijholt","count":4},{"name":"Bill Engels","email":"bwengals","login":"bwengals","count":4},{"name":"Christian Clauss","email":"cclauss@me.com","login":"cclauss","count":4},{"name":"beckermr","email":"becker.mr@gmail.com","login":"beckermr","count":4},{"name":"Bruschkov","email":"jan.brusch@gmail.com","login":null,"count":4},{"name":"Michiel Cottaar","email":"MichielCottaar@gmail.com","login":null,"count":4},{"name":"Junpeng Lao","email":"junpenglao@google.com","login":null,"count":4},{"name":"Eric Ma","email":"ericmajinglong@gmail.com","login":null,"count":4},{"name":"Boris Avdeev","email":"borisaqua@gmail.com","login":null,"count":4},{"name":"vherdeiro-at-036205687955","email":"victor.oriedreh@gmail.com","login":null,"count":4},{"name":"Andreas Klostermann","email":"andreasklostermann@googlemail.com","login":null,"count":4},{"name":"Jordi Warmenhoven","email":"jordi.warmenhoven@gmail.com","login":null,"count":4},{"name":"adamboche","email":"adamboche@gmail.com","login":null,"count":4},{"name":"Shaun Read","email":"shaun.c.read@gmail.com","login":null,"count":4},{"name":"Mack Sweeney","email":"mackenzie.sweeney@gmail.com","login":null,"count":4},{"name":"Matthew Emmett","email":"memmett@unc.edu","login":null,"count":4},{"name":"dstuck","email":"dstuck88@gmail.com","login":null,"count":4},{"name":"chang111","email":"1722144381@qq.com","login":null,"count":4},{"name":"Dan Foreman-Mackey","email":"foreman.mackey@gmail.com","login":null,"count":4},{"name":"Karlson Pfannschmidt","email":"kiudee@mail.uni-paderborn.de","login":null,"count":3},{"name":"Hari","email":"harivallabha.rangarajan@gmail.com","login":null,"count":3},{"name":"Lucca Zenóbio","email":"luccazen@gmail.com","login":null,"count":3},{"name":"Jonathan Friedman","email":"jonathanf@ondeck.com","login":null,"count":3},{"name":"John McDonnell","email":"john.v.mcdonnell@gmail.com","login":null,"count":3},{"name":"Rushabh Vasani","email":"vasanirushabh24@gmail.com","login":null,"count":3},{"name":"Marco Gorelli","email":"marcogorelli@protonmail.com","login":null,"count":3},{"name":"Saurav Shekhar","email":"sauravshekhar01@gmail.com","login":null,"count":3},{"name":"Yves Delley","email":"hack@delley.net","login":null,"count":3},{"name":"Tobias Knuth","email":"mail@tobiasknuth.de","login":null,"count":3},{"name":"Peter St. John","email":"peterc.stjohn@gmail.com","login":null,"count":3},{"name":"Sanmitra Ghosh","email":"sanmitra@salieri.mrc-bsu.cam.ac.uk","login":null,"count":3},{"name":"Timothy Brathwaite","email":"timothyb0912@Timothys-MacBook-Pro-2.local","login":null,"count":3},{"name":"Matteo Pallini","email":"matteo.pallini17@gmail.com","login":null,"count":3},{"name":"chadheyne","email":"chadheyne@smeal.psu.edu","login":null,"count":3},{"name":"chartl","email":"chartl@ucla.edu","login":null,"count":3},{"name":"Mehmet Ozan Kabak","email":"wanderer2@gmail.com","login":null,"count":3},{"name":"santon","email":"steven.anton@idanalytics.com","login":null,"count":3},{"name":"neel iyer","email":"33139997+spiyer99","login":"spiyer99","count":3},{"name":"Stefan Stoll","email":"stestoll","login":"stestoll","count":3},{"name":"Sourav Singh","email":"souravsingh","login":"souravsingh","count":3},{"name":"Ahan M R","email":"ahanmr@gmail.com","login":"Ahanmr","count":3},{"name":"George Ho","email":"19851673+eigenfoo","login":"eigenfoo","count":3},{"name":"Byron Smith","email":"bsmith89","login":"bsmith89","count":3},{"name":"Chandan Kumar Roy","email":"51444397+chandan5362","login":"chandan5362","count":3},{"name":"zaxtax","email":"zaxtax","login":"zaxtax","count":3},{"name":"Lukasz","email":"uhho","login":"uhho","count":3},{"name":"MBrouns","email":"MBrouns","login":"MBrouns","count":3},{"name":"Maxim Kochurov","email":"ferres@cv-gpu01h.ydf.yandex.net","login":null,"count":3},{"name":"Alexey Goldin","email":"alexey.goldin@gmail.com","login":null,"count":3},{"name":"David Huard","email":"davhua1@OURA-024.(none)","login":null,"count":3},{"name":"usptact","email":"usptact@inbox.lv","login":null,"count":3},{"name":"Farhan Reynaldo","email":"farhanreynaldo@gmail.com","login":null,"count":3},{"name":"Matthew Feickert","email":"matthew.feickert@cern.ch","login":null,"count":2},{"name":"Nicolas Budyn","email":"nbud1@lycos.com","login":null,"count":2},{"name":"Matt Pitkin","email":"pitkin@gmail.com","login":null,"count":2},{"name":"Vladislavs Dovgalecs","email":"vladislavsd@voicebox.com","login":null,"count":2},{"name":"abergeron","email":"bergearn@iro.umontreal.ca","login":null,"count":2},{"name":"Vaibhav Kumar Dixit","email":"vaibhavyashdixit@gmail.com","login":null,"count":2},{"name":"Sahm Stephan","email":"s.sahm@reply.de","login":null,"count":2},{"name":"Shashank Shekhar","email":"shashank.f1@gmail.com","login":null,"count":2},{"name":"M. Domenzain","email":"luis.domenzain@parrot.com","login":null,"count":2},{"name":"ctm22396","email":"ctm22396@gmail.com","login":null,"count":2},{"name":"Michael Gallaspy","email":"gallaspy.michael@gmail.com","login":null,"count":2},{"name":"Max Margenot","email":"max.margenot@gmail.com","login":null,"count":2},{"name":"Meenal Jhajharia","email":"meenaljhajharia2304@gmail.com","login":null,"count":2},{"name":"Guneet Singh","email":"itsguneetsingh@gmail.com","login":null,"count":2},{"name":"Marmaduke Woodman","email":"mmwoodman@gmail.com","login":null,"count":2},{"name":"Frederic Bastien","email":"nouiz@nouiz.org","login":null,"count":2},{"name":"owlas","email":"ollielaslett@icloud.com","login":null,"count":2},{"name":"Abhavya Chandra","email":"abhavya.chandra@iitgn.ac.in","login":null,"count":2},{"name":"Holger Peters","email":"email@holger-peters.de","login":null,"count":2},{"name":"Kyle Beauchamp","email":"kyle.beauchamp@tempus.com","login":null,"count":2},{"name":"larryshamalama","email":"larry.dong@mail.utoronto.ca","login":null,"count":2},{"name":"Dominik J. Otto","email":"dominik.otto@izi.fraunhofer.de","login":null,"count":2},{"name":"David Huard","email":"huardda@angus.meteo.mcgill.ca","login":null,"count":2},{"name":"David Huard","email":"davhua1@OURA-035.(none)","login":null,"count":2},{"name":"DeliciousHair","email":"mshepit@gmail.com","login":null,"count":2},{"name":"Ed Herbst","email":"ed.herbst@gmail.com","login":null,"count":2},{"name":"Ayush Gupta","email":"7ayushgupta@gmail.com","login":null,"count":2},{"name":"Amanda Li","email":"amli7@comcast.net","login":null,"count":2},{"name":"Alexandre René","email":"alexandre.rene@freeneurons.ca","login":null,"count":2},{"name":"Agustina Arroyuelo","email":"agustinaarroyuelo@gmail.com","login":null,"count":2},{"name":"Ali Akbar S","email":"mail.septiandri@gmail.com","login":null,"count":2},{"name":"Darcy Meyer","email":"darcy.meyer@protonmail.com","login":null,"count":2},{"name":"Fearghus","email":"f.k@cern.ch","login":null,"count":2},{"name":"Larry Dong","email":"larry.dong@mail.mcgill.ca","login":null,"count":2},{"name":"maahnman","email":"github@mm.maahn.de","login":null,"count":2},{"name":"Vaibhav Sinha","email":"cs15btech11034@iith.ac.in","login":null,"count":2},{"name":"Andres Asensio Ramos","email":"aasensioramos@gmail.com","login":null,"count":2},{"name":"HVoltBb","email":"11577424+HVoltBb","login":"HVoltBb","count":2},{"name":"Ari Hartikainen","email":"ahartikainen","login":"ahartikainen","count":2},{"name":"Amarjit","email":"asinghgaba@gmail.com","login":"asinghgaba","count":2},{"name":"Daisuke Kondo","email":"dynikon","login":"dynikon","count":2},{"name":"Pyrsos","email":"37547509+Pyrsos","login":"Pyrsos","count":2},{"name":"Satrio H Wicaksono","email":"44076327+satrio-hw","login":"satrio-hw","count":2},{"name":"Jonathan Sedar","email":"jonsedar","login":"jonsedar","count":2},{"name":"Massimo","email":"mcavallaro","login":"mcavallaro","count":2},{"name":"Warren Weckesser","email":"warren.weckesser@gmail.com","login":null,"count":2},{"name":"James Webber","email":"jamestwebber@gmail.com","login":null,"count":1},{"name":"Dongkwan Kim","email":"todoaskit@gmail.com","login":null,"count":1},{"name":"Dustin Tran","email":"dustinviettran@gmail.com","login":null,"count":1},{"name":"Dmitry Rastorguev","email":"dmitry@rastorguev.co.uk","login":null,"count":1},{"name":"John Paton","email":"john@johnpaton.net","login":null,"count":1},{"name":"Gideon Wulfsohn","email":"gideon.wulfsohn@gmail.com","login":null,"count":1},{"name":"Daniel Emaasit","email":"daniel.emaasit@gmail.com","login":null,"count":1},{"name":"Dan Nichol","email":"daniel.nichol@univ.ox.ac.uk","login":null,"count":1},{"name":"Lyndon Ollar","email":"lbollar@gmail.com","login":null,"count":1},{"name":"Eelke Spaak","email":"e.spaak@donders.ru.nl","login":null,"count":1},{"name":"Greg Mingas","email":"gmingas@turing.ac.uk","login":null,"count":1},{"name":"579397","email":"robertmilletich@C02XF1ECJGH7.fios-router.home","login":null,"count":1},{"name":"Denis Lapchev","email":"lepchev@gmail.com","login":null,"count":1},{"name":"Abhishek","email":"abhishekparab@gmail.com","login":null,"count":1},{"name":"Dominik J. Otto","email":"dominik.otto@gmail.com","login":null,"count":1},{"name":"Adel Tomilova","email":"adeltomilova@kpmg.ru","login":null,"count":1},{"name":"(no author)","email":"(no author)@15d7aa0b-6f1a-0410-991a-d59f85d14984","login":null,"count":1},{"name":"Jake Biesinger","email":"jake.biesinger@gmail.com","login":null,"count":1},{"name":"Hennadii Madan","email":"madanh2014@gmail.com","login":null,"count":1},{"name":"Jack Tsai","email":"jacksctsai@gmail.com","login":null,"count":1},{"name":"KeithYin","email":"yinpenghhz@hotmail.com","login":null,"count":1},{"name":"Hassan Naseri","email":"h.nasseri@gmail.com","login":null,"count":1},{"name":"Kyle Bishop","email":"citizenphnix@gmail.com","login":null,"count":1},{"name":"Juan Orduz","email":"juanitorduz@gmail.com","login":null,"count":1},{"name":"Gogs","email":"gogitservice@gmail.com","login":null,"count":1},{"name":"Leo Singer","email":"leo.singer@ligo.org","login":null,"count":1},{"name":"Karin Knudson","email":"karin.c.knudson@gmail.com","login":null,"count":1},{"name":"John Salvatier","email":"johnsalvatier@john-salvatiers-macbook.local","login":null,"count":1},{"name":"Gil Raphaelli","email":"g@raphaelli.com","login":null,"count":1},{"name":"Lucas Kolstad","email":"lkolstad@uw.edu","login":null,"count":1},{"name":"Kyle Cranmer","email":"kyle.cranmer@cern.ch","login":null,"count":1},{"name":"Matt Pitkin","email":"m@ttpitk.in","login":null,"count":1},{"name":"Max Livingston","email":"maxliving@gmail.com","login":null,"count":1},{"name":"Max Horn","email":"maexlich@gmail.com","login":null,"count":1},{"name":"Matt Kretschmer","email":"matt.kretschmer@quantumblack.com","login":null,"count":1},{"name":"Meenal Jhajharia","email":"mail@meenaljhajharia.com","login":null,"count":1},{"name":"Marianne Corvellec","email":"marianne.corvellec@ens-lyon.org","login":null,"count":1},{"name":"Peadar Coyle","email":"peadarcoyle@Peadars-MBP.fritz.box","login":null,"count":1},{"name":"Jeroen","email":"Jeroen.vanParidon@mpi.nl","login":null,"count":1},{"name":"Helmut Simon","email":"helmut.simon@anu.edu.au","login":null,"count":1},{"name":"Max Horn","email":"max.horn@bsse.ethz.ch","login":null,"count":1},{"name":"Raymond Roberts","email":"rayvroberts@gmail.com","login":null,"count":1},{"name":"Tomasz Kluczkowski","email":"tomaszk1@hotmail.co.uk","login":null,"count":1},{"name":"Mátyás Jani","email":"matyas.jani@yusp.com","login":null,"count":1},{"name":"Mohamed","email":"moe.habib9@gmail.com","login":null,"count":1},{"name":"Robert Perrotta","email":"raaperrotta@gmail.com","login":null,"count":1},{"name":"Pattarawat Chormai","email":"pat.chormai@gmail.com","login":null,"count":1},{"name":"Ondrej Grover","email":"ondrej.grover@gmail.com","login":null,"count":1},{"name":"Skipper Seabold","email":"jsseabold@gmail.com","login":null,"count":1},{"name":"Stefan Stoll","email":"stst@uw.edu","login":null,"count":1},{"name":"Rick Lupton","email":"mail@ricklupton.name","login":null,"count":1},{"name":"Siobhán K Cronin","email":"siobhankcronin@gmail.com","login":null,"count":1},{"name":"Sergio Pascual","email":"sergio.pasra@gmail.com","login":null,"count":1},{"name":"Thomas J. Fan","email":"thomasjpfan@gmail.com","login":null,"count":1},{"name":"Timothy Brathwaite","email":"timothyb0912@airbears2-10-142-55-82.airbears2.1918.berkeley.edu","login":null,"count":1},{"name":"Meenal Jhajharia","email":"meenal@mjhajharia.com","login":null,"count":1},{"name":"Tom McClintock","email":"tmcclintock89@gmail.com","login":null,"count":1},{"name":"charlotteburki","email":"charlotte.burki@epfl.ch","login":null,"count":1},{"name":"Will Adler","email":"will@wtadler.com","login":null,"count":1},{"name":"Tom Stesco","email":"tom.stesco@gmail.com","login":null,"count":1},{"name":"Tomoki Ohtsuki","email":"tomoki.ohtsuki129@gmail.com","login":null,"count":1},{"name":"gladomat","email":"glad@posteo.de","login":null,"count":1},{"name":"Saurav R. Tuladhar","email":"saurav@fastmail.com","login":null,"count":1},{"name":"Volodymyr","email":"vladimir_kazantsev@yahoo.com","login":null,"count":1},{"name":"Zheng RuiFeng","email":"ruifengz@foxmail.com","login":null,"count":1},{"name":"Rodrigo Benenson","email":"rodrigo.benenson@gmail.com","login":null,"count":1},{"name":"caohaiwd","email":"caohai@aliyun.com","login":null,"count":1},{"name":"Nick","email":"nalourie@example.com","login":null,"count":1},{"name":"beckermr","email":"mbecker@civisanalytics.com","login":null,"count":1},{"name":"domenzain","email":"luismario.domenzain+github@gmail.com","login":null,"count":1},{"name":"griosd","email":"gon.rios.diaz@gmail.com","login":null,"count":1},{"name":"Tushar Mittal","email":"chiragmittal.mittal@gmail.com","login":null,"count":1},{"name":"paul sorenson","email":"paul@metrak.com","login":null,"count":1},{"name":"jackhansom","email":"jack.hansom@outlook.com","login":null,"count":1},{"name":"ljmartin","email":"lewis.martin44@gmail.com","login":null,"count":1},{"name":"Volodymyr Kazantsev","email":"vladimir_kazantsev@productmadness.com","login":null,"count":1},{"name":"ingmarschuster","email":"ingmar.schuster.linguistics@gmail.com","login":null,"count":1},{"name":"huynhnguyen","email":"huynh.nguyen@defide-ix.com","login":null,"count":1},{"name":"jbrusch","email":"jan.brusch@neuland-bfi.de","login":null,"count":1},{"name":"alexandercbooth","email":"alexander.c.booth@gmail.com","login":null,"count":1},{"name":"Chris Christodoulou","email":"sikkis@pm.me","login":null,"count":1},{"name":"DanielWeitzenfeld","email":"dweitzenfeld@gmail.com","login":null,"count":1},{"name":"karink520","email":"karink520@gmail.com","login":null,"count":1},{"name":"Zane Blanton","email":"zeblanton@gmail.com","login":null,"count":1},{"name":"oysstu","email":"oysstu@gmail.com","login":null,"count":1},{"name":"mattKretschmer","email":"matthew.kretschmer@gmail.com","login":null,"count":1},{"name":"olafSmits","email":"o.smits@gmail.com","login":null,"count":1},{"name":"rdturnermtl","email":"turnerry@iro.umontreal.ca","login":null,"count":1},{"name":"nokados","email":"nokados@yandex.ru","login":null,"count":1},{"name":"x2apps","email":"x2apps@yahoo.com","login":null,"count":1},{"name":"changjiangeng","email":"changjiangeng1@gmail.com","login":null,"count":1},{"name":"kmcentush","email":"slatebitstudios@gmail.com","login":null,"count":1},{"name":"sgenoud","email":"stevegenoud+github@gmail.com","login":null,"count":1},{"name":"tsdlovell","email":"dlovell@twosigma.com","login":null,"count":1},{"name":"Sharan Yalburgi","email":"sharanyalburgi@gmail.com","login":null,"count":1},{"name":"RISHAV DUTTA","email":"eladutta82@gmail.com","login":null,"count":1},{"name":"stonebig","email":"stonebig","login":null,"count":1},{"name":"jason","email":"JasonTam22@gmailcom","login":null,"count":1},{"name":"marmaduke woodman","email":"marmaduke.woodman@univ-amu.fr","login":null,"count":1},{"name":"monsta","email":"yell.bondarenko@gmail.com","login":null,"count":1},{"name":"zenourn","email":"daniel@zeno.co.nz","login":null,"count":1},{"name":"redst4r","email":"redst4r@web.de","login":null,"count":1},{"name":"ticapix","email":"ticapix@gmail.com","login":null,"count":1},{"name":"Jonathan Roy","email":"jonroy7@gmail.com","login":null,"count":1},{"name":"zoj","email":"44142765+zoj613","login":"zoj613","count":1},{"name":"himkt","email":"himkt@klis.tsukuba.ac.jp","login":"himkt","count":1},{"name":"mattKretschmer","email":"mattKretschmer","login":"mattKretschmer","count":1},{"name":"viivgit","email":"34168892+viivgit","login":"viivgit","count":1},{"name":"semohr","email":"39738318+semohr","login":"semohr","count":1},{"name":"Swanand01","email":"75439077+Swanand01","login":"Swanand01","count":1},{"name":"notoraptor","email":"notoraptor","login":"notoraptor","count":1},{"name":"m-dz","email":"m-dz","login":"m-dz","count":1},{"name":"lsternlicht","email":"128432+lsternlicht","login":"lsternlicht","count":1},{"name":"Yuan Huang","email":"huangy22","login":"huangy22","count":1},{"name":"VasanthManiVasi","email":"44256983+VasanthManiVasi","login":"VasanthManiVasi","count":1},{"name":"Tom Gilliss","email":"gilliss","login":"gilliss","count":1},{"name":"Timothy Hopper","email":"tdhopper","login":"tdhopper","count":1},{"name":"Tim Gates","email":"tim.gates@iress.com","login":"timgates42","count":1},{"name":"StephenHogg","email":"StephenHogg","login":"StephenHogg","count":1},{"name":"Michael Slugocki","email":"SlugocM","login":"SlugocM","count":1},{"name":"Valentin Iovene","email":"valentin@too.gy","login":"tgy","count":1},{"name":"The Gitter Badger","email":"badger@gitter.im","login":"gitter-badger","count":1},{"name":"Brian Naughton","email":"briannaughton@gmail.com","login":null,"count":1},{"name":"Shannon Sequeira","email":"ssequeira","login":"ssequeira","count":1},{"name":"Sachin Abeywardana","email":"sachinruk","login":"sachinruk","count":1},{"name":"Robert DeFilippi","email":"robertdefilippi","login":"robertdefilippi","count":1},{"name":"RichardScottOZ","email":"72196131+RichardScottOZ","login":"RichardScottOZ","count":1},{"name":"RaisaDZ","email":"34237447+RaisaDZ","login":"RaisaDZ","count":1},{"name":"Max Horn","email":"maexlich","login":"maexlich","count":1},{"name":"Paul Kernfeld","email":"paulkernfeld","login":"paulkernfeld","count":1},{"name":"Noel Kippers","email":"RothNRK","login":"RothNRK","count":1},{"name":"Overlord2335","email":"55056042+Overlord2335","login":"Overlord2335","count":1},{"name":"Olga Kahn","email":"32032123+olgadk7","login":"olgadk7","count":1},{"name":"Nicolas Budyn","email":"nbud","login":"nbud","count":1},{"name":"Moritz Schubert","email":"35040095+mcnoat","login":"mcnoat","count":1},{"name":"JackCaster","email":"JackCaster","login":"JackCaster","count":1},{"name":"Kevin Anderson","email":"57452607+kanderso-nrel","login":"kanderso-nrel","count":1},{"name":"Lisa Martin","email":"48742903+lisamartin72","login":"lisamartin72","count":1},{"name":"Lilian Besson","email":"Naereen","login":"Naereen","count":1},{"name":"Lin Xiao","email":"timoryxl","login":"timoryxl","count":1},{"name":"Katrin Leinweber","email":"9948149+katrinleinweber","login":"katrinleinweber","count":1},{"name":"Jordi Diaz","email":"joordiaz","login":"joordiaz","count":1},{"name":"Ivan Yashchuk","email":"IvanYashchuk","login":"IvanYashchuk","count":1},{"name":"Gina","email":"Dr-G","login":"Dr-G","count":1},{"name":"Florian Roscheck","email":"9593883+flrs","login":"flrs","count":1},{"name":"Eoin Hurrell","email":"eoinhurrell","login":"eoinhurrell","count":1},{"name":"DerekRoy","email":"38026494+DerekRoy","login":"DerekRoy","count":1},{"name":"David Stück","email":"dstuck","login":"dstuck","count":1},{"name":"Ahmad Salim Al-Sibahi","email":"asal@itu.dk","login":null,"count":1},{"name":"Brigitta Sipocz","email":"b.sipocz@gmail.com","login":null,"count":1},{"name":"Corey Farwell","email":"coreyf@rwell.org","login":"frewsxcv","count":1},{"name":"ArjitJ","email":"32598699+ArjitJ","login":"ArjitJ","count":1},{"name":"Ashish","email":"54330052+ashish-hacker","login":"ashish-hacker","count":1},{"name":"Ashwin Vishnu","email":"9155111+ashwinvis","login":"ashwinvis","count":1},{"name":"Andrew Wray","email":"46057140+awray3","login":"awray3","count":1},{"name":"Benjamin Yetton","email":"bdyetton@gmail.com","login":null,"count":1},{"name":"Alessio Andronico","email":"alessio.andronico@gmail.com","login":null,"count":1},{"name":"Adrien F. Vincent","email":"vincent.adrien@gmail.com","login":null,"count":1},{"name":"Alexander","email":"alexander@plav.in","login":null,"count":1},{"name":"Bill Engels","email":"bill@ledgerinvesting.com","login":null,"count":1},{"name":"Aaron J. Maxwell","email":"ajmax.85@gmail.com","login":null,"count":1},{"name":"Joseph Willard","email":"josephwillard8@gmail.com","login":null,"count":1},{"name":"Christian Luhmann","email":"39170995+cluhmann","login":"cluhmann","count":1},{"name":"Anatoly","email":"44327258+aerubanov","login":"aerubanov","count":1},{"name":"Adriaan van der Graaf","email":"adriaan.vd.graaf@gmail.com","login":null,"count":1},{"name":"Andrew Clegg","email":"andrew.clegg@pearson.com","login":null,"count":1},{"name":"Andrew Nelson","email":"andyfaff@gmail.com","login":null,"count":1},{"name":"Benjamin Wild","email":"b.w@fu-berlin.de","login":null,"count":1},{"name":"Bas Nijholt","email":"bas@nijho.lt","login":null,"count":1},{"name":"Qiuchumo","email":"qiuwei@hnu.edu.cn","login":null,"count":1},{"name":"Anjum48","email":"anjum.sayed48@gmail.com","login":null,"count":1},{"name":"Byron Smith","email":"me@byronjsmith.com","login":null,"count":1},{"name":"Fearghus","email":"fearghus.keeble.11@ucl.ac.uk","login":null,"count":1},{"name":"Ilan Man","email":"ilan.man@gmail.com","login":null,"count":1},{"name":"Matt Harvey","email":"harveym@gmail.com","login":null,"count":1},{"name":"Sid Ravinutala","email":"sid.ravi1@gmail.com","login":null,"count":1},{"name":"Rob Zinkov","email":"rob@zinkov.com","login":null,"count":1},{"name":"Samesh","email":"samesh.lakhotia@gmail.com","login":null,"count":1},{"name":"ajaalto","email":"aleksiaalto@gmail.com","login":null,"count":1},{"name":"huynhnguyen","email":"nguyenhuynh200188@gmail.com","login":null,"count":1},{"name":"Martin Ingram","email":"martin.ingram@gmail.com","login":null,"count":1},{"name":"macgyver","email":"neil.rabinowitz@merton.ox.ac.uk","login":null,"count":1},{"name":"acolombi","email":"acolombi@gmail.com","login":null,"count":1},{"name":"rpgoldman","email":"rpgoldman@sift.info","login":null,"count":1},{"name":"Patricio Benavente","email":"patbenavente@gmail.com","login":null,"count":1},{"name":"jeti182","email":"jeti@mail.upb.de","login":null,"count":1},{"name":"jan-matthis","email":"mail@jan-matthis.de","login":null,"count":1},{"name":"Rupal Sharma","email":"39291744+rsdel2007","login":"rsdel2007","count":1},{"name":"Cristian","email":"54779545+callapa1","login":"callapa1","count":1}],"total_commits":7199,"total_committers":370,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":19.456756756756757,"dds":0.81080705653563,"past_year_committers":[],"past_year_total_commits":0,"past_year_total_committers":0,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":0.0,"past_year_dds":0.0,"last_synced_at":"2024-01-26T09:03:46.813Z","last_synced_commit":"9e7e8aac516b3c9e357cc0a1cefc5286acc0d969","created_at":"2023-09-23T00:14:41.048Z","updated_at":"2024-01-26T09:03:46.813Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2Fpymc3/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-09T00:17:06.873Z","repositories_count":5502285,"commits_count":856637890,"contributors_count":31314440,"owners_count":913743,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"alan-turing-institute/pymc3","html_url":"https://github.com/alan-turing-institute/pymc3","last_synced_at":"2024-01-26T09:04:15.589Z","status":"error","issues_count":57,"pull_requests_count":38,"avg_time_to_close_issue":4297439.708333333,"avg_time_to_close_pull_request":127867.47368421052,"issues_closed_count":48,"pull_requests_closed_count":38,"pull_request_authors_count":2,"issue_authors_count":3,"avg_comments_per_issue":1.1578947368421053,"avg_comments_per_pull_request":0.3157894736842105,"merged_pull_requests_count":34,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2023-09-23T00:14:58.425Z","updated_at":"2024-01-26T09:04:15.591Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2Fpymc3","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2Fpymc3/issues","issue_labels_count":{"documentation":1,"bug":1},"pull_request_labels_count":{},"issue_author_associations_count":{"COLLABORATOR":57},"pull_request_author_associations_count":{"COLLABORATOR":38},"issue_authors":{"gmingas":49,"mikkelbue":6,"tjdodwell":2},"pull_request_authors":{"gmingas":30,"mikkelbue":8},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-08-28T00:00:20.451Z","repositories_count":8341616,"issues_count":15640449,"pull_requests_count":37241097,"authors_count":5664792,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[{"login":"gmingas","count":79,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/gmingas"},{"login":"mikkelbue","count":14,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mikkelbue"},{"login":"tjdodwell","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/tjdodwell"}],"active_maintainers":[]},"events":{"total":{"WatchEvent":2},"last_year":{"WatchEvent":2}},"keywords":["hut23","hut23-522"],"dependencies":[],"score":8.857941984804711,"created_at":"2025-09-08T21:58:14.531Z","updated_at":"2025-10-07T08:30:53.639Z","avatar_url":"https://github.com/alan-turing-institute.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":["https://tidelift.com/subscription/pkg/pypi-pymc3?utm_source=pypi-pymc3\u0026utm_medium=referral\u0026utm_campaign=enterprise","https://tidelift.com/subscription/request-a-demo?utm_source=pypi-pymc3\u0026utm_medium=referral\u0026utm_campaign=enterprise"],"readme_doi_urls":["https://doi.org/10.7717/peerj-cs.55","https://doi.org/10.5281/zenodo.4603970"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["mcmc","probabilistic-programming","bayesian-inference","pytensor","statistical-analysis","variational-inference","optimizing-compiler","closember","tensors","symbolic-computation"],"project_url":"https://science.ecosyste.ms/api/v1/projects/99035","html_url":"https://science.ecosyste.ms/projects/99035","bibtex_url":"https://science.ecosyste.ms/projects/99035/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/99035/export.apalike"}