{"id":1972,"name":"Learning Simulator","description":"Learning Simulator: A simulation software for animal and human learning - Published in JOSS (2021)","url":"https://github.com/learningsimulator/learningsimulator","last_synced_at":"2025-09-04T16:38:26.854Z","repository":{"id":39899637,"uuid":"315901441","full_name":"learningsimulator/learningsimulator","owner":"learningsimulator","description":"Learning Simulator: A simulation software for animal and human learning","archived":false,"fork":false,"pushed_at":"2024-04-22T20:26:47.000Z","size":100558,"stargazers_count":13,"open_issues_count":99,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-08-28T00:25:24.479Z","etag":null,"topics":["associative-learning","behavior","gui","mathematical-modelling","python","reinforcement-learning","simulation"],"latest_commit_sha":null,"homepage":"https://www.learningsimulator.org","language":"Python","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/learningsimulator.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"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}},"created_at":"2020-11-25T10:15:25.000Z","updated_at":"2025-07-27T10:12:22.000Z","dependencies_parsed_at":"2023-09-23T20:30:49.850Z","dependency_job_id":"c5cb50e7-289e-47b2-8c88-88f8851379c8","html_url":"https://github.com/learningsimulator/learningsimulator","commit_stats":null,"previous_names":[],"tags_count":6,"template":false,"template_full_name":null,"purl":"pkg:github/learningsimulator/learningsimulator","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/learningsimulator%2Flearningsimulator","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/learningsimulator%2Flearningsimulator/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/learningsimulator%2Flearningsimulator/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/learningsimulator%2Flearningsimulator/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/learningsimulator","download_url":"https://codeload.github.com/learningsimulator/learningsimulator/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/learningsimulator%2Flearningsimulator/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273604845,"owners_count":25135676,"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":"2025-09-04T02:00:08.968Z","response_time":61,"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":"learningsimulator","name":"Learning Simulator - A simulation software for animal and human learning","uuid":"61417129","kind":"user","description":"Learning Simulator is a software for simulating learning in animals and humans, as studied e.g. in experimental psychology and animal cognition.","email":"","website":"learningsimulator.org","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/61417129?u=0116c100c118ec81c73dc1b2554cb96339e131bf\u0026v=4","repositories_count":1,"last_synced_at":"2023-03-09T05:00:34.139Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/learningsimulator","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-18T18:21:09.728Z","updated_at":"2023-03-09T05:00:34.189Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/learningsimulator","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/learningsimulator/repositories"},"packages":[],"commits":{"id":9625369,"full_name":"learningsimulator/learningsimulator","default_branch":"master","committers":[{"name":"Markus Jonsson","email":"markusrobertjonsson@gmail.com","login":"markusrobertjonsson","count":274},{"name":"Learning Simulator - A simulation software for animal and human learning","email":"learningsimulator@gmail.com","login":null,"count":20},{"name":"drghirlanda","email":"drghirlanda@gmail.com","login":"drghirlanda","count":19}],"total_commits":313,"total_committers":3,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":104.33333333333333,"dds":0.12460063897763574,"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":"2025-08-07T06:44:54.078Z","last_synced_commit":"232ad926fdce9964af9eba989902524ad85a0170","created_at":"2025-04-11T11:23:30.260Z","updated_at":"2025-08-07T06:44:54.079Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/learningsimulator%2Flearningsimulator/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-08-21T00:00:20.603Z","repositories_count":5479765,"commits_count":853308117,"contributors_count":31095153,"owners_count":906558,"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":"learningsimulator/learningsimulator","html_url":"https://github.com/learningsimulator/learningsimulator","last_synced_at":"2025-08-31T19:10:20.275Z","status":"error","issues_count":76,"pull_requests_count":24,"avg_time_to_close_issue":17289613.67857143,"avg_time_to_close_pull_request":2801872.470588235,"issues_closed_count":28,"pull_requests_closed_count":17,"pull_request_authors_count":2,"issue_authors_count":3,"avg_comments_per_issue":1.1710526315789473,"avg_comments_per_pull_request":1.125,"merged_pull_requests_count":14,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":1,"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":1,"past_year_avg_comments_per_issue":0.0,"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":"2025-04-11T11:23:31.197Z","updated_at":"2025-09-02T21:27:59.403Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/learningsimulator%2Flearningsimulator","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/learningsimulator%2Flearningsimulator/issues","issue_labels_count":{"enhancement":34,"bug":17,"prio":7,"reproducible research":6,"post":5,"test":5,"documentation":4,"question":3,"duplicate":1,"meta issue":1,"run":1},"pull_request_labels_count":{"enhancement":3,"bug":1,"documentation":1,"test":1},"issue_author_associations_count":{"COLLABORATOR":75},"pull_request_author_associations_count":{"COLLABORATOR":25},"issue_authors":{"markusrobertjonsson":58,"drghirlanda":13,"learningsimulator":4},"pull_request_authors":{"markusrobertjonsson":19,"drghirlanda":6},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-03T00:00:08.273Z","repositories_count":10068978,"issues_count":31212674,"pull_requests_count":95211468,"authors_count":10688660,"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":{"COLLABORATOR":1},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{"markusrobertjonsson":1},"past_year_pull_request_authors":{},"maintainers":[{"login":"markusrobertjonsson","count":77,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/markusrobertjonsson"},{"login":"drghirlanda","count":19,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/drghirlanda"},{"login":"learningsimulator","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/learningsimulator"}],"active_maintainers":[{"login":"markusrobertjonsson","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/markusrobertjonsson"}]},"events":{"total":{"IssuesEvent":1,"WatchEvent":1},"last_year":{"IssuesEvent":1,"WatchEvent":1}},"keywords":["associative-learning","behavior","gui","mathematical-modelling","python","reinforcement-learning","simulation"],"dependencies":[{"ecosystem":"pypi","filepath":"docs/response_requirements.txt","sha":null,"kind":"manifest","created_at":"2022-08-31T07:21:38.145Z","updated_at":"2022-08-31T07:21:38.145Z","repository_link":"https://github.com/learningsimulator/learningsimulator/blob/master/docs/response_requirements.txt","dependencies":[{"id":3378163463,"package_name":"response_requirements","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3378163469,"package_name":"Specifiesthebehaviorsthatarefeasibleresponsesforeachstimulus.","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3378163471,"package_name":"Forexample","ecosystem":"pypi","requirements":",inanexperimentwiththestimuluselements","direct":true,"kind":"runtime","optional":false},{"id":3378163474,"package_name":"behavior","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3378163476,"package_name":"Thefeasibleresponsestoacompoundstimulus","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3378163479,"package_name":"ofthefeasibleresponsesforeachelement.Forexample","ecosystem":"pypi","requirements":",","direct":true,"kind":"runtime","optional":false},{"id":3378163481,"package_name":"tothecompund","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3378163484,"package_name":"Syntax","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3378163486,"package_name":"response_requirements","ecosystem":"pypi","requirements":"=b1","direct":true,"kind":"runtime","optional":false},{"id":3378163489,"package_name":"b2","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3378163491,"package_name":"bn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3378163493,"package_name":"Ifalistofstimuluselementscontainsasingleelement","ecosystem":"pypi","requirements":",thebracketsmaybeomitted","direct":true,"kind":"runtime","optional":false},{"id":3378163494,"package_name":"Description","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3378163495,"package_name":"specifiesthat","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3378163497,"package_name":"Thecomma-separatedlistof","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3378163500,"package_name":"isthesameas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3378163501,"package_name":"Dependencies","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3378163503,"package_name":"Example","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3378163505,"package_name":"stimulus_elements","ecosystem":"pypi","requirements":"=blue_lever,red_lever,food","direct":true,"kind":"runtime","optional":false},{"id":3378163507,"package_name":"behaviors","ecosystem":"pypi","requirements":"=ignore_lever,press_lever,eat","direct":true,"kind":"runtime","optional":false},{"id":3378163510,"package_name":"response_requirements","ecosystem":"pypi","requirements":"=press_lever","direct":true,"kind":"runtime","optional":false},{"id":3378163512,"package_name":"ignore_lever","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3378163514,"package_name":"eat","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2022-08-31T07:21:38.206Z","updated_at":"2022-08-31T07:21:38.206Z","repository_link":"https://github.com/learningsimulator/learningsimulator/blob/master/requirements.txt","dependencies":[{"id":3378163529,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3378163530,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3378163531,"package_name":"pytest","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/workflow.yml","sha":null,"kind":"manifest","created_at":"2023-09-23T20:30:48.177Z","updated_at":"2023-09-23T20:30:48.177Z","repository_link":"https://github.com/learningsimulator/learningsimulator/blob/master/.github/workflows/workflow.yml","dependencies":[{"id":13906879431,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":13906879432,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":13906879433,"package_name":"actions/upload-artifact","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"requirements_webapp.txt","sha":null,"kind":"manifest","created_at":"2023-09-23T20:30:48.568Z","updated_at":"2023-09-23T20:30:48.568Z","repository_link":"https://github.com/learningsimulator/learningsimulator/blob/master/requirements_webapp.txt","dependencies":[{"id":13906879874,"package_name":"click","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13906879875,"package_name":"Flask","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13906879876,"package_name":"Flask-Cors","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13906879877,"package_name":"Flask-Login","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13906879878,"package_name":"Flask-SQLAlchemy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13906879879,"package_name":"Flask-WTF","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13906879880,"package_name":"flask_migrate","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13906879881,"package_name":"greenlet","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13906879882,"package_name":"itsdangerous","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13906879883,"package_name":"Jinja2","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13906879884,"package_name":"MarkupSafe","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13906879885,"package_name":"python-dotenv","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13906879886,"package_name":"six","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13906879887,"package_name":"SQLAlchemy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13906879888,"package_name":"Werkzeug","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13906879889,"package_name":"wtf","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13906879890,"package_name":"WTForms","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13906879891,"package_name":"email_validator","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13906879892,"package_name":"mpld3","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13906879893,"package_name":"pymysql","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13906879894,"package_name":"redis","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13906879895,"package_name":"rq","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13906879896,"package_name":"Flask-Admin","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":5.817111159963204,"created_at":"2025-09-04T09:17:55.010Z","updated_at":"2025-10-07T08:04:36.146Z","avatar_url":"https://github.com/learningsimulator.png","language":"Python","category":"Scientific Software","sub_category":"Peer-reviewed","monthly_downloads":0,"funding_links":[],"readme_doi_urls":["https://doi.org/10.21105/joss.02891"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/1972","html_url":"https://science.ecosyste.ms/projects/1972"}