{"id":98556,"name":null,"description":"Machine learning Fantasy Premier League team","url":"https://github.com/alan-turing-institute/airsenal","last_synced_at":"2025-09-09T02:21:56.951Z","repository":{"id":35264748,"uuid":"142275122","full_name":"alan-turing-institute/AIrsenal","owner":"alan-turing-institute","description":"Machine learning Fantasy Premier League team","archived":false,"fork":false,"pushed_at":"2025-09-02T18:13:21.000Z","size":86478,"stargazers_count":329,"open_issues_count":106,"forks_count":95,"subscribers_count":23,"default_branch":"main","last_synced_at":"2025-09-02T20:18:31.767Z","etag":null,"topics":["hacktoberfest","hut23","hut23-222"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/alan-turing-institute.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2018-07-25T09:03:40.000Z","updated_at":"2025-09-02T18:10:06.000Z","dependencies_parsed_at":"2023-11-14T19:01:54.797Z","dependency_job_id":"0f4f8339-20d3-46bd-a6de-2f9f71f6cdda","html_url":"https://github.com/alan-turing-institute/AIrsenal","commit_stats":{"total_commits":1404,"total_committers":40,"mean_commits":35.1,"dds":0.5299145299145299,"last_synced_commit":"34d3797b8c52a40ed1a3b3bb1a7a7275dcf71969"},"previous_names":[],"tags_count":22,"template":false,"template_full_name":null,"purl":"pkg:github/alan-turing-institute/AIrsenal","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2FAIrsenal","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2FAIrsenal/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2FAIrsenal/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2FAIrsenal/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/alan-turing-institute","download_url":"https://codeload.github.com/alan-turing-institute/AIrsenal/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2FAIrsenal/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274231865,"owners_count":25245859,"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":1338149,"full_name":"alan-turing-institute/AIrsenal","default_branch":"main","committers":[{"name":"Jack Roberts","email":"jroberts@turing.ac.uk","login":"jack89roberts","count":688},{"name":"nbarlowATI","email":"nbarlow@turing.ac.uk","login":"nbarlowATI","count":438},{"name":"anguswilliams91","email":"anguswilliams91@gmail.com","login":"anguswilliams91","count":60},{"name":"rchan","email":"rchan@turing.ac.uk","login":"rchan26","count":57},{"name":"callummole","email":"cmole@turing.ac.uk","login":null,"count":42},{"name":"Dr Griffith Rees","email":"griff.rees@gmail.com","login":"spool","count":23},{"name":"Chahak Mehta","email":"chahak.mehta013@gmail.com","login":null,"count":22},{"name":"radka-j","email":"r.jersakova@gmail.com","login":"radka-j","count":14},{"name":"Helen Duncan","email":"h.duncan@turing.ac.uk","login":null,"count":12},{"name":"dependabot[bot]","email":"49699333+dependabot[bot]","login":"dependabot[bot]","count":11},{"name":"Alfie Bowman","email":"alfiebowman@protonmail.com","login":"A1fus","count":10},{"name":"Abelarm","email":"luigi3000@gmail.com","login":"Abelarm","count":10},{"name":"Matt Craddock","email":"5796417+craddm","login":"craddm","count":7},{"name":"chiefsan","email":"sanjayms0111@gmail.com","login":"chiefsan","count":7},{"name":"tdarnell","email":"thomas@darnell.org.uk","login":"Tdarnell","count":7},{"name":"Nicholas Barlow","email":"nbarlow@NicholalowsMBP2.lan","login":null,"count":5},{"name":"Ian Sealy","email":"git@iansealy.com","login":"iansealy","count":5},{"name":"Luke Hare","email":"lhare@turing.ac.uk","login":"lukehare","count":5},{"name":"crangelsmith","email":"crangelsmith@turing.ac.uk","login":"crangelsmith","count":5},{"name":"Louise Bowler","email":"LouiseABowler","login":"LouiseABowler","count":4},{"name":"Luigi","email":"luigi@cvedia.com","login":null,"count":4},{"name":"Chahak Mehta","email":"chahakmehta013@gmail.com","login":"chahak13","count":3},{"name":"georgewhewell","email":"georgerw@gmail.com","login":"georgewhewell","count":3},{"name":"callistusndemo","email":"callistusndemo","login":"callistusndemo","count":3},{"name":"Tarek Allam","email":"t.allam.jr@gmail.com","login":"tallamjr","count":3},{"name":"Callistus Ndemo","email":"cnogoi@ncsu.edu","login":null,"count":3},{"name":"Helen Duncan","email":"46891265+helendduncan","login":"helendduncan","count":2},{"name":"Oscar Giles","email":"ogiles@turing.ac.uk","login":"OscartGiles","count":2},{"name":"Robert Hickman","email":"robwhickman@gmail.com","login":"RobWHickman","count":2},{"name":"Tahmeed Tarek","email":"tahmeedtarek@gmail.com","login":"Tahmeed156","count":2},{"name":"tdarnell","email":"tdarnell","login":"tdarnell","count":2},{"name":"Janne","email":"janne@totomo.fi","login":"JPKFin","count":1},{"name":"Sam Biggins","email":"1sambiggins@gmail.com","login":"biggins","count":1},{"name":"Sreyan Ghosh","email":"60854658+sreyan-ghosh","login":"sreyan-ghosh","count":1},{"name":"hsteinmueller","email":"harald.steinmueller@gmail.com","login":"hsteinmueller","count":1},{"name":"keshab","email":"keshab_budhathoky@yahoo.co.uk","login":"keshabb","count":1},{"name":"pratyushpal","email":"pratyush98pal@gmail.com","login":"pratyushpal","count":1},{"name":"stevenfranks","email":"stevenfranks","login":"stevenfranks","count":1},{"name":"subash774","email":"subash.poudyal8@gmail.com","login":"subash774","count":1}],"total_commits":1469,"total_committers":39,"total_bot_commits":11,"total_bot_committers":1,"mean_commits":37.666666666666664,"dds":0.5316541865214431,"past_year_committers":[{"name":"Jack Roberts","email":"jroberts@turing.ac.uk","login":"jack89roberts","count":21},{"name":"nbarlowATI","email":"33832774+nbarlowATI","login":"nbarlowATI","count":1}],"past_year_total_commits":22,"past_year_total_committers":2,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":11.0,"past_year_dds":0.045454545454545414,"last_synced_at":"2025-05-16T19:46:40.428Z","last_synced_commit":"9939f60b29b1d8bd67360c7b8706094145ce4fc6","created_at":"2023-09-12T08:01:02.859Z","updated_at":"2025-05-16T19:46:40.585Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2FAIrsenal/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/AIrsenal","html_url":"https://github.com/alan-turing-institute/AIrsenal","last_synced_at":"2025-09-02T23:05:12.371Z","status":null,"issues_count":122,"pull_requests_count":110,"avg_time_to_close_issue":33525859.07352941,"avg_time_to_close_pull_request":5117391.215909091,"issues_closed_count":67,"pull_requests_closed_count":88,"pull_request_authors_count":18,"issue_authors_count":52,"avg_comments_per_issue":2.3360655737704916,"avg_comments_per_pull_request":0.8909090909090909,"merged_pull_requests_count":63,"bot_issues_count":1,"bot_pull_requests_count":40,"past_year_issues_count":30,"past_year_pull_requests_count":23,"past_year_avg_time_to_close_issue":2683178.4444444445,"past_year_avg_time_to_close_pull_request":177096.82352941178,"past_year_issues_closed_count":9,"past_year_pull_requests_closed_count":17,"past_year_pull_request_authors_count":6,"past_year_issue_authors_count":18,"past_year_avg_comments_per_issue":1.8333333333333333,"past_year_avg_comments_per_pull_request":0.6521739130434783,"past_year_bot_issues_count":1,"past_year_bot_pull_requests_count":1,"past_year_merged_pull_requests_count":16,"created_at":"2023-09-12T08:01:41.692Z","updated_at":"2025-09-02T23:05:12.373Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2FAIrsenal","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2FAIrsenal/issues","issue_labels_count":{"bug":31,"enhancement":22,"good first issue":7,"Hacktoberfest":7,"help wanted":2,"question":1,"idea":1,"dependencies":1,"python:uv":1},"pull_request_labels_count":{"dependencies":40,"hacktoberfest-accepted":1,"python:uv":1},"issue_author_associations_count":{"NONE":78,"CONTRIBUTOR":38,"MEMBER":5},"pull_request_author_associations_count":{"CONTRIBUTOR":93,"MEMBER":10,"NONE":7},"issue_authors":{"jack89roberts":27,"mildfuzz":8,"rohanday3":7,"RajeshTailor1":7,"nbarlowATI":5,"markajam":4,"sam-cutter":4,"pentatonicfunk":3,"Zonkil9":3,"griff-rees":3,"rchan26":3,"negmeme2001":3,"lukehare":2,"Tdarnell":2,"SeamusBradbury":2,"ricflairandy":2,"fol-debug":1,"tevans891":1,"dependabot[bot]":1,"davemaltby":1,"helendduncan":1,"iansealy":1,"updega2":1,"tshrjn":1,"Savvasg35":1,"richardthomasdev":1,"attilathedunne":1,"pedrovalenteferreira":1,"markjam":1,"morialo3":1,"aaxyat":1,"LukeJGlass":1,"four-eyes-91":1,"ppapadatis":1,"alexanderfolstad":1,"JaiPancholi":1,"ElliottTDon":1,"thejobtan":1,"MrBennjjo":1,"ch1ngiz":1,"IainJ027":1,"mihai-waydev":1,"radiaated":1,"sahildaswani":1,"YKCzoli":1,"Emengkeng":1,"chahak13":1,"nimrodmar":1,"Iain-SF":1,"eddableheath":1,"wsandin7":1,"ssmichae":1},"pull_request_authors":{"dependabot[bot]":40,"jack89roberts":35,"nbarlowATI":8,"rchan26":6,"crangelsmith":4,"radka-j":2,"helendduncan":2,"craddm":2,"negmeme2001":2,"lukehare":1,"iansealy":1,"ppapadatis":1,"vishnuprksh":1,"whrit":1,"chahak13":1,"Tdarnell":1,"BassCoder2808":1,"griff-rees":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.444Z","repositories_count":10085009,"issues_count":31271208,"pull_requests_count":96321502,"authors_count":10695459,"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":{"bug":4,"dependencies":1,"python:uv":1,"enhancement":1,"help wanted":1,"Hacktoberfest":1},"past_year_pull_request_labels_count":{"dependencies":1,"python:uv":1},"past_year_issue_author_associations_count":{"NONE":18,"CONTRIBUTOR":11,"MEMBER":1},"past_year_pull_request_author_associations_count":{"CONTRIBUTOR":19,"MEMBER":2,"NONE":2},"past_year_issue_authors":{"jack89roberts":9,"markajam":2,"RajeshTailor1":2,"mildfuzz":2,"negmeme2001":2,"Zonkil9":1,"YKCzoli":1,"wsandin7":1,"thejobtan":1,"tevans891":1,"ppapadatis":1,"nbarlowATI":1,"mihai-waydev":1,"JaiPancholi":1,"IainJ027":1,"dependabot[bot]":1,"davemaltby":1,"ch1ngiz":1},"past_year_pull_request_authors":{"jack89roberts":17,"nbarlowATI":2,"ppapadatis":1,"whrit":1,"dependabot[bot]":1,"vishnuprksh":1},"maintainers":[{"login":"nbarlowATI","count":13,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/nbarlowATI"},{"login":"radka-j","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/radka-j"}],"active_maintainers":[{"login":"nbarlowATI","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/nbarlowATI"}]},"events":{"total":{"CreateEvent":14,"ReleaseEvent":2,"IssuesEvent":56,"WatchEvent":26,"DeleteEvent":14,"IssueCommentEvent":109,"PushEvent":66,"PullRequestReviewEvent":4,"PullRequestReviewCommentEvent":3,"PullRequestEvent":31,"ForkEvent":10},"last_year":{"CreateEvent":14,"ReleaseEvent":2,"IssuesEvent":56,"WatchEvent":26,"DeleteEvent":14,"IssueCommentEvent":109,"PushEvent":66,"PullRequestReviewEvent":4,"PullRequestReviewCommentEvent":3,"PullRequestEvent":31,"ForkEvent":10}},"keywords":["hacktoberfest","hut23","hut23-222"],"dependencies":[{"ecosystem":"pypi","filepath":"poetry.lock","sha":null,"kind":"lockfile","created_at":"2022-08-08T07:00:58.079Z","updated_at":"2022-08-08T07:00:58.079Z","repository_link":"https://github.com/alan-turing-institute/AIrsenal/blob/main/poetry.lock","dependencies":[{"id":631018932,"package_name":"absl-py","ecosystem":"pypi","requirements":"1.0.0","direct":false,"kind":"runtime","optional":false},{"id":631018933,"package_name":"appnope","ecosystem":"pypi","requirements":"0.1.3","direct":false,"kind":"runtime","optional":false},{"id":631018934,"package_name":"argon2-cffi","ecosystem":"pypi","requirements":"21.3.0","direct":false,"kind":"runtime","optional":false},{"id":631018935,"package_name":"argon2-cffi-bindings","ecosystem":"pypi","requirements":"21.2.0","direct":false,"kind":"runtime","optional":false},{"id":631018936,"package_name":"asttokens","ecosystem":"pypi","requirements":"2.0.5","direct":false,"kind":"runtime","optional":false},{"id":631018937,"package_name":"atomicwrites","ecosystem":"pypi","requirements":"1.4.0","direct":false,"kind":"develop","optional":false},{"id":631018938,"package_name":"attrs","ecosystem":"pypi","requirements":"21.4.0","direct":false,"kind":"runtime","optional":false},{"id":631018939,"package_name":"backcall","ecosystem":"pypi","requirements":"0.2.0","direct":false,"kind":"runtime","optional":false},{"id":631018940,"package_name":"backports.zoneinfo","ecosystem":"pypi","requirements":"0.2.1","direct":false,"kind":"runtime","optional":false},{"id":631018941,"package_name":"beautifulsoup4","ecosystem":"pypi","requirements":"4.11.1","direct":false,"kind":"runtime","optional":false},{"id":631018942,"package_name":"black","ecosystem":"pypi","requirements":"22.3.0","direct":false,"kind":"develop","optional":false},{"id":631018943,"package_name":"bleach","ecosystem":"pypi","requirements":"5.0.0","direct":false,"kind":"runtime","optional":false},{"id":631018944,"package_name":"bpl","ecosystem":"pypi","requirements":"0.2.0","direct":false,"kind":"runtime","optional":false},{"id":631018945,"package_name":"certifi","ecosystem":"pypi","requirements":"2022.5.18","direct":false,"kind":"runtime","optional":false},{"id":631018946,"package_name":"cffi","ecosystem":"pypi","requirements":"1.15.0","direct":false,"kind":"runtime","optional":false},{"id":631018947,"package_name":"cfgv","ecosystem":"pypi","requirements":"3.3.1","direct":false,"kind":"develop","optional":false},{"id":631018948,"package_name":"charset-normalizer","ecosystem":"pypi","requirements":"2.0.12","direct":false,"kind":"runtime","optional":false},{"id":631018949,"package_name":"click","ecosystem":"pypi","requirements":"8.1.3","direct":false,"kind":"runtime","optional":false},{"id":631018950,"package_name":"colorama","ecosystem":"pypi","requirements":"0.4.4","direct":false,"kind":"runtime","optional":false},{"id":631018951,"package_name":"cycler","ecosystem":"pypi","requirements":"0.11.0","direct":false,"kind":"runtime","optional":false},{"id":631018952,"package_name":"dateparser","ecosystem":"pypi","requirements":"1.1.1","direct":false,"kind":"runtime","optional":false},{"id":631018953,"package_name":"debugpy","ecosystem":"pypi","requirements":"1.6.0","direct":false,"kind":"runtime","optional":false},{"id":631018954,"package_name":"decorator","ecosystem":"pypi","requirements":"5.1.1","direct":false,"kind":"runtime","optional":false},{"id":631018955,"package_name":"defusedxml","ecosystem":"pypi","requirements":"0.7.1","direct":false,"kind":"runtime","optional":false},{"id":631018956,"package_name":"distlib","ecosystem":"pypi","requirements":"0.3.4","direct":false,"kind":"develop","optional":false},{"id":631018957,"package_name":"entrypoints","ecosystem":"pypi","requirements":"0.4","direct":false,"kind":"runtime","optional":false},{"id":631018958,"package_name":"executing","ecosystem":"pypi","requirements":"0.8.3","direct":false,"kind":"runtime","optional":false},{"id":631018959,"package_name":"fastjsonschema","ecosystem":"pypi","requirements":"2.15.3","direct":false,"kind":"runtime","optional":false},{"id":631018960,"package_name":"filelock","ecosystem":"pypi","requirements":"3.7.0","direct":false,"kind":"develop","optional":false},{"id":631018961,"package_name":"flake8","ecosystem":"pypi","requirements":"4.0.1","direct":false,"kind":"develop","optional":false},{"id":631018962,"package_name":"flask","ecosystem":"pypi","requirements":"2.1.2","direct":false,"kind":"runtime","optional":false},{"id":631018963,"package_name":"flatbuffers","ecosystem":"pypi","requirements":"2.0","direct":false,"kind":"runtime","optional":false},{"id":631018964,"package_name":"fonttools","ecosystem":"pypi","requirements":"4.33.3","direct":false,"kind":"runtime","optional":false},{"id":631018965,"package_name":"greenlet","ecosystem":"pypi","requirements":"1.1.2","direct":false,"kind":"runtime","optional":false},{"id":631018966,"package_name":"identify","ecosystem":"pypi","requirements":"2.5.0","direct":false,"kind":"develop","optional":false},{"id":631018967,"package_name":"idna","ecosystem":"pypi","requirements":"3.3","direct":false,"kind":"runtime","optional":false},{"id":631018968,"package_name":"importlib-metadata","ecosystem":"pypi","requirements":"4.11.3","direct":false,"kind":"runtime","optional":false},{"id":631018969,"package_name":"importlib-resources","ecosystem":"pypi","requirements":"5.7.1","direct":false,"kind":"runtime","optional":false},{"id":631018970,"package_name":"iniconfig","ecosystem":"pypi","requirements":"1.1.1","direct":false,"kind":"develop","optional":false},{"id":631018971,"package_name":"ipykernel","ecosystem":"pypi","requirements":"6.13.0","direct":false,"kind":"runtime","optional":false},{"id":631018972,"package_name":"ipython","ecosystem":"pypi","requirements":"8.3.0","direct":false,"kind":"runtime","optional":false},{"id":631018973,"package_name":"ipython-genutils","ecosystem":"pypi","requirements":"0.2.0","direct":false,"kind":"runtime","optional":false},{"id":631018974,"package_name":"ipywidgets","ecosystem":"pypi","requirements":"7.7.0","direct":false,"kind":"runtime","optional":false},{"id":631018975,"package_name":"isort","ecosystem":"pypi","requirements":"5.10.1","direct":false,"kind":"develop","optional":false},{"id":631018976,"package_name":"itsdangerous","ecosystem":"pypi","requirements":"2.1.2","direct":false,"kind":"runtime","optional":false},{"id":631018977,"package_name":"jax","ecosystem":"pypi","requirements":"0.3.13","direct":false,"kind":"runtime","optional":false},{"id":631018978,"package_name":"jaxlib","ecosystem":"pypi","requirements":"0.3.10","direct":false,"kind":"runtime","optional":false},{"id":631018979,"package_name":"jedi","ecosystem":"pypi","requirements":"0.18.1","direct":false,"kind":"runtime","optional":false},{"id":631018980,"package_name":"jinja2","ecosystem":"pypi","requirements":"3.1.2","direct":false,"kind":"runtime","optional":false},{"id":631018981,"package_name":"jsonschema","ecosystem":"pypi","requirements":"4.5.1","direct":false,"kind":"runtime","optional":false},{"id":631018982,"package_name":"jupyter","ecosystem":"pypi","requirements":"1.0.0","direct":false,"kind":"runtime","optional":false},{"id":631018983,"package_name":"jupyter-client","ecosystem":"pypi","requirements":"7.3.1","direct":false,"kind":"runtime","optional":false},{"id":631018984,"package_name":"jupyter-console","ecosystem":"pypi","requirements":"6.4.3","direct":false,"kind":"runtime","optional":false},{"id":631018985,"package_name":"jupyter-core","ecosystem":"pypi","requirements":"4.10.0","direct":false,"kind":"runtime","optional":false},{"id":631018986,"package_name":"jupyterlab-pygments","ecosystem":"pypi","requirements":"0.2.2","direct":false,"kind":"runtime","optional":false},{"id":631018987,"package_name":"jupyterlab-widgets","ecosystem":"pypi","requirements":"1.1.0","direct":false,"kind":"runtime","optional":false},{"id":631018988,"package_name":"kiwisolver","ecosystem":"pypi","requirements":"1.4.2","direct":false,"kind":"runtime","optional":false},{"id":631018989,"package_name":"markupsafe","ecosystem":"pypi","requirements":"2.1.1","direct":false,"kind":"runtime","optional":false},{"id":631018990,"package_name":"matplotlib","ecosystem":"pypi","requirements":"3.5.2","direct":false,"kind":"runtime","optional":false},{"id":631018991,"package_name":"matplotlib-inline","ecosystem":"pypi","requirements":"0.1.3","direct":false,"kind":"runtime","optional":false},{"id":631018992,"package_name":"mccabe","ecosystem":"pypi","requirements":"0.6.1","direct":false,"kind":"develop","optional":false},{"id":631018993,"package_name":"mistune","ecosystem":"pypi","requirements":"0.8.4","direct":false,"kind":"runtime","optional":false},{"id":631018994,"package_name":"multipledispatch","ecosystem":"pypi","requirements":"0.6.0","direct":false,"kind":"runtime","optional":false},{"id":631018995,"package_name":"mypy-extensions","ecosystem":"pypi","requirements":"0.4.3","direct":false,"kind":"develop","optional":false},{"id":631018996,"package_name":"nbclient","ecosystem":"pypi","requirements":"0.6.3","direct":false,"kind":"runtime","optional":false},{"id":631018997,"package_name":"nbconvert","ecosystem":"pypi","requirements":"6.5.0","direct":false,"kind":"runtime","optional":false},{"id":631018998,"package_name":"nbformat","ecosystem":"pypi","requirements":"5.4.0","direct":false,"kind":"runtime","optional":false},{"id":631018999,"package_name":"nest-asyncio","ecosystem":"pypi","requirements":"1.5.5","direct":false,"kind":"runtime","optional":false},{"id":631019000,"package_name":"nodeenv","ecosystem":"pypi","requirements":"1.6.0","direct":false,"kind":"develop","optional":false},{"id":631019001,"package_name":"notebook","ecosystem":"pypi","requirements":"6.4.11","direct":false,"kind":"runtime","optional":false},{"id":631019002,"package_name":"numpy","ecosystem":"pypi","requirements":"1.22.3","direct":false,"kind":"runtime","optional":false},{"id":631019003,"package_name":"numpyro","ecosystem":"pypi","requirements":"0.9.2","direct":false,"kind":"runtime","optional":false},{"id":631019004,"package_name":"opt-einsum","ecosystem":"pypi","requirements":"3.3.0","direct":false,"kind":"runtime","optional":false},{"id":631019005,"package_name":"packaging","ecosystem":"pypi","requirements":"21.3","direct":false,"kind":"runtime","optional":false},{"id":631019006,"package_name":"pandas","ecosystem":"pypi","requirements":"1.4.2","direct":false,"kind":"runtime","optional":false},{"id":631019007,"package_name":"pandocfilters","ecosystem":"pypi","requirements":"1.5.0","direct":false,"kind":"runtime","optional":false},{"id":631019008,"package_name":"parso","ecosystem":"pypi","requirements":"0.8.3","direct":false,"kind":"runtime","optional":false},{"id":631019009,"package_name":"pathspec","ecosystem":"pypi","requirements":"0.9.0","direct":false,"kind":"develop","optional":false},{"id":631019010,"package_name":"pexpect","ecosystem":"pypi","requirements":"4.8.0","direct":false,"kind":"runtime","optional":false},{"id":631019011,"package_name":"pickleshare","ecosystem":"pypi","requirements":"0.7.5","direct":false,"kind":"runtime","optional":false},{"id":631019012,"package_name":"pillow","ecosystem":"pypi","requirements":"9.1.1","direct":false,"kind":"runtime","optional":false},{"id":631019013,"package_name":"platformdirs","ecosystem":"pypi","requirements":"2.5.2","direct":false,"kind":"develop","optional":false},{"id":631019014,"package_name":"pluggy","ecosystem":"pypi","requirements":"1.0.0","direct":false,"kind":"develop","optional":false},{"id":631019015,"package_name":"pre-commit","ecosystem":"pypi","requirements":"2.19.0","direct":false,"kind":"develop","optional":false},{"id":631019016,"package_name":"prettytable","ecosystem":"pypi","requirements":"3.3.0","direct":false,"kind":"runtime","optional":false},{"id":631019017,"package_name":"prometheus-client","ecosystem":"pypi","requirements":"0.14.1","direct":false,"kind":"runtime","optional":false},{"id":631019018,"package_name":"prompt-toolkit","ecosystem":"pypi","requirements":"3.0.29","direct":false,"kind":"runtime","optional":false},{"id":631019019,"package_name":"psutil","ecosystem":"pypi","requirements":"5.9.0","direct":false,"kind":"runtime","optional":false},{"id":631019020,"package_name":"ptyprocess","ecosystem":"pypi","requirements":"0.7.0","direct":false,"kind":"runtime","optional":false},{"id":631019021,"package_name":"pure-eval","ecosystem":"pypi","requirements":"0.2.2","direct":false,"kind":"runtime","optional":false},{"id":631019022,"package_name":"py","ecosystem":"pypi","requirements":"1.11.0","direct":false,"kind":"runtime","optional":false},{"id":631019023,"package_name":"pycodestyle","ecosystem":"pypi","requirements":"2.8.0","direct":false,"kind":"develop","optional":false},{"id":631019024,"package_name":"pycparser","ecosystem":"pypi","requirements":"2.21","direct":false,"kind":"runtime","optional":false},{"id":631019025,"package_name":"pyflakes","ecosystem":"pypi","requirements":"2.4.0","direct":false,"kind":"develop","optional":false},{"id":631019026,"package_name":"pygments","ecosystem":"pypi","requirements":"2.12.0","direct":false,"kind":"runtime","optional":false},{"id":631019027,"package_name":"pyparsing","ecosystem":"pypi","requirements":"3.0.9","direct":false,"kind":"runtime","optional":false},{"id":631019028,"package_name":"pyrsistent","ecosystem":"pypi","requirements":"0.18.1","direct":false,"kind":"runtime","optional":false},{"id":631019029,"package_name":"pytest","ecosystem":"pypi","requirements":"7.1.2","direct":false,"kind":"develop","optional":false},{"id":631019030,"package_name":"python-dateutil","ecosystem":"pypi","requirements":"2.8.2","direct":false,"kind":"runtime","optional":false},{"id":631019031,"package_name":"pytz","ecosystem":"pypi","requirements":"2022.1","direct":false,"kind":"runtime","optional":false},{"id":631019032,"package_name":"pytz-deprecation-shim","ecosystem":"pypi","requirements":"0.1.0.post0","direct":false,"kind":"runtime","optional":false},{"id":631019033,"package_name":"pywin32","ecosystem":"pypi","requirements":"304","direct":false,"kind":"runtime","optional":false},{"id":631019034,"package_name":"pywinpty","ecosystem":"pypi","requirements":"2.0.5","direct":false,"kind":"runtime","optional":false},{"id":631019035,"package_name":"pyyaml","ecosystem":"pypi","requirements":"6.0","direct":false,"kind":"develop","optional":false},{"id":631019036,"package_name":"pyzmq","ecosystem":"pypi","requirements":"23.0.0","direct":false,"kind":"runtime","optional":false},{"id":631019037,"package_name":"qtconsole","ecosystem":"pypi","requirements":"5.3.0","direct":false,"kind":"runtime","optional":false},{"id":631019038,"package_name":"qtpy","ecosystem":"pypi","requirements":"2.1.0","direct":false,"kind":"runtime","optional":false},{"id":631019039,"package_name":"regex","ecosystem":"pypi","requirements":"2022.3.2","direct":false,"kind":"runtime","optional":false},{"id":631019040,"package_name":"requests","ecosystem":"pypi","requirements":"2.27.1","direct":false,"kind":"runtime","optional":false},{"id":631019041,"package_name":"scipy","ecosystem":"pypi","requirements":"1.8.1","direct":false,"kind":"runtime","optional":false},{"id":631019042,"package_name":"seaborn","ecosystem":"pypi","requirements":"0.11.2","direct":false,"kind":"runtime","optional":false},{"id":631019043,"package_name":"send2trash","ecosystem":"pypi","requirements":"1.8.0","direct":false,"kind":"runtime","optional":false},{"id":631019044,"package_name":"setuptools-scm","ecosystem":"pypi","requirements":"6.4.2","direct":false,"kind":"runtime","optional":false},{"id":631019045,"package_name":"six","ecosystem":"pypi","requirements":"1.16.0","direct":false,"kind":"runtime","optional":false},{"id":631019046,"package_name":"soupsieve","ecosystem":"pypi","requirements":"2.3.2.post1","direct":false,"kind":"runtime","optional":false},{"id":631019047,"package_name":"sqlalchemy","ecosystem":"pypi","requirements":"1.4.36","direct":false,"kind":"runtime","optional":false},{"id":631019048,"package_name":"stack-data","ecosystem":"pypi","requirements":"0.2.0","direct":false,"kind":"runtime","optional":false},{"id":631019049,"package_name":"terminado","ecosystem":"pypi","requirements":"0.15.0","direct":false,"kind":"runtime","optional":false},{"id":631019050,"package_name":"tinycss2","ecosystem":"pypi","requirements":"1.1.1","direct":false,"kind":"runtime","optional":false},{"id":631019051,"package_name":"toml","ecosystem":"pypi","requirements":"0.10.2","direct":false,"kind":"develop","optional":false},{"id":631019052,"package_name":"tomli","ecosystem":"pypi","requirements":"2.0.1","direct":false,"kind":"runtime","optional":false},{"id":631019053,"package_name":"tornado","ecosystem":"pypi","requirements":"6.1","direct":false,"kind":"runtime","optional":false},{"id":631019054,"package_name":"tqdm","ecosystem":"pypi","requirements":"4.64.0","direct":false,"kind":"runtime","optional":false},{"id":631019055,"package_name":"traitlets","ecosystem":"pypi","requirements":"5.2.1.post0","direct":false,"kind":"runtime","optional":false},{"id":631019056,"package_name":"typing-extensions","ecosystem":"pypi","requirements":"4.2.0","direct":false,"kind":"runtime","optional":false},{"id":631019057,"package_name":"tzdata","ecosystem":"pypi","requirements":"2022.1","direct":false,"kind":"runtime","optional":false},{"id":631019058,"package_name":"tzlocal","ecosystem":"pypi","requirements":"4.2","direct":false,"kind":"runtime","optional":false},{"id":631019059,"package_name":"urllib3","ecosystem":"pypi","requirements":"1.26.9","direct":false,"kind":"runtime","optional":false},{"id":631019060,"package_name":"virtualenv","ecosystem":"pypi","requirements":"20.14.1","direct":false,"kind":"develop","optional":false},{"id":631019061,"package_name":"wcwidth","ecosystem":"pypi","requirements":"0.2.5","direct":false,"kind":"runtime","optional":false},{"id":631019062,"package_name":"webencodings","ecosystem":"pypi","requirements":"0.5.1","direct":false,"kind":"runtime","optional":false},{"id":631019063,"package_name":"werkzeug","ecosystem":"pypi","requirements":"2.1.2","direct":false,"kind":"runtime","optional":false},{"id":631019064,"package_name":"widgetsnbextension","ecosystem":"pypi","requirements":"3.6.0","direct":false,"kind":"runtime","optional":false},{"id":631019065,"package_name":"zipp","ecosystem":"pypi","requirements":"3.8.0","direct":false,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/main.yml","sha":null,"kind":"manifest","created_at":"2023-01-15T17:30:14.725Z","updated_at":"2023-01-15T17:30:14.725Z","repository_link":"https://github.com/alan-turing-institute/AIrsenal/blob/main/.github/workflows/main.yml","dependencies":[{"id":6929706448,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6929706449,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"docker","filepath":"Dockerfile","sha":null,"kind":"manifest","created_at":"2023-01-15T17:30:14.951Z","updated_at":"2023-01-15T17:30:14.951Z","repository_link":"https://github.com/alan-turing-institute/AIrsenal/blob/main/Dockerfile","dependencies":[{"id":6929706802,"package_name":"python","ecosystem":"docker","requirements":"3.8-slim-buster","direct":true,"kind":"build","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/docker-ci.yml","sha":null,"kind":"manifest","created_at":"2023-10-01T17:58:48.782Z","updated_at":"2023-10-01T17:58:48.782Z","repository_link":"https://github.com/alan-turing-institute/AIrsenal/blob/main/.github/workflows/docker-ci.yml","dependencies":[{"id":14031303589,"package_name":"actions/checkout","ecosystem":"actions","requirements":"main","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"docker","filepath":"docker-compose.yml","sha":null,"kind":"manifest","created_at":"2023-10-01T17:58:49.217Z","updated_at":"2023-10-01T17:58:49.217Z","repository_link":"https://github.com/alan-turing-institute/AIrsenal/blob/main/docker-compose.yml","dependencies":[]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2023-10-01T17:58:49.492Z","updated_at":"2023-10-01T17:58:49.492Z","repository_link":"https://github.com/alan-turing-institute/AIrsenal/blob/main/pyproject.toml","dependencies":[]},{"ecosystem":"pypi","filepath":"environment.yml","sha":null,"kind":"manifest","created_at":"2023-11-14T19:01:54.123Z","updated_at":"2023-11-14T19:01:54.123Z","repository_link":"https://github.com/alan-turing-institute/AIrsenal/blob/main/environment.yml","dependencies":[]}],"score":9.73890767721833,"created_at":"2025-09-08T21:57:58.869Z","updated_at":"2025-10-07T08:30:46.287Z","avatar_url":"https://github.com/alan-turing-institute.png","language":"Jupyter Notebook","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["transformer","data-safe-haven","hut23-1304","hut23-190","hut23-448","hut23-612","interactive","hut23-837","archival","projection"],"project_url":"https://science.ecosyste.ms/api/v1/projects/98556","html_url":"https://science.ecosyste.ms/projects/98556"}