{"id":26769,"name":"decaf","description":"Framework for training, curating and explaining agents behaviors' at general problems.","url":"https://github.com/louie-jones-strong/decaf","last_synced_at":"2025-09-05T03:20:08.986Z","repository":{"id":187036672,"uuid":"519738315","full_name":"louie-jones-strong/DECAF","owner":"louie-jones-strong","description":"Framework for training, curating and explaining agents behaviors' at general problems.","archived":false,"fork":false,"pushed_at":"2024-08-30T23:43:29.000Z","size":100388,"stargazers_count":0,"open_issues_count":3,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-13T13:39:12.515Z","etag":null,"topics":["artificial-intelligence","bachelor-degree","dissertation-project","machine-learning","reinforcement-learning"],"latest_commit_sha":null,"homepage":"","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/louie-jones-strong.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null},"funding":{"github":null,"patreon":null,"open_collective":null,"ko_fi":null,"tidelift":null,"community_bridge":null,"liberapay":null,"issuehunt":null,"otechie":null,"lfx_crowdfunding":null,"custom":null}},"created_at":"2022-07-31T09:59:59.000Z","updated_at":"2023-12-20T19:42:09.000Z","dependencies_parsed_at":"2025-04-13T13:49:33.978Z","dependency_job_id":null,"html_url":"https://github.com/louie-jones-strong/DECAF","commit_stats":null,"previous_names":["louie-jones-strong/uni-dissertation","louie-jones-strong/decaf"],"tags_count":4,"template":false,"template_full_name":null,"purl":"pkg:github/louie-jones-strong/DECAF","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/louie-jones-strong%2FDECAF","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/louie-jones-strong%2FDECAF/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/louie-jones-strong%2FDECAF/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/louie-jones-strong%2FDECAF/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/louie-jones-strong","download_url":"https://codeload.github.com/louie-jones-strong/DECAF/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/louie-jones-strong%2FDECAF/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273704767,"owners_count":25153209,"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":"2025-09-05T02:00:09.113Z","response_time":402,"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":"louie-jones-strong","name":"Louie Jones-Strong","uuid":"33354741","kind":"user","description":"","email":"","website":"https://louie-jones-strong.github.io/","location":"Brighton, United Kingdom","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/33354741?u=acf77eaf486f9462eb7d944ad6a08b64d9834ec9\u0026v=4","repositories_count":18,"last_synced_at":"2024-12-06T19:25:13.551Z","metadata":{"has_sponsors_listing":false,"funding":{"github":null,"patreon":null,"open_collective":null,"ko_fi":null,"tidelift":null,"community_bridge":null,"liberapay":null,"issuehunt":null,"otechie":null,"lfx_crowdfunding":null,"custom":null}},"html_url":"https://github.com/louie-jones-strong","funding_links":[],"total_stars":1,"followers":6,"following":9,"created_at":"2023-08-08T18:50:13.109Z","updated_at":"2024-12-06T19:25:13.552Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/louie-jones-strong","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/louie-jones-strong/repositories"},"packages":[],"commits":{"message":"Repository syncing started."},"issues_stats":{"full_name":"louie-jones-strong/DECAF","html_url":"https://github.com/louie-jones-strong/DECAF","last_synced_at":null,"status":null,"issues_count":null,"pull_requests_count":null,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":null,"issues_closed_count":null,"pull_requests_closed_count":null,"pull_request_authors_count":null,"issue_authors_count":null,"avg_comments_per_issue":null,"avg_comments_per_pull_request":null,"merged_pull_requests_count":null,"bot_issues_count":null,"bot_pull_requests_count":null,"past_year_issues_count":null,"past_year_pull_requests_count":null,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":null,"past_year_pull_requests_closed_count":null,"past_year_pull_request_authors_count":null,"past_year_issue_authors_count":null,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":null,"past_year_bot_pull_requests_count":null,"past_year_merged_pull_requests_count":null,"created_at":"2025-09-02T00:53:10.182Z","updated_at":"2025-09-02T05:17:55.976Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/louie-jones-strong%2FDECAF","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/louie-jones-strong%2FDECAF/issues","issue_labels_count":{},"pull_request_labels_count":{"dependencies":2},"issue_author_associations_count":{},"pull_request_author_associations_count":{"NONE":2},"issue_authors":{},"pull_request_authors":{"dependabot[bot]":2},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.444Z","repositories_count":10083752,"issues_count":31254324,"pull_requests_count":96222393,"authors_count":10694625,"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":[],"active_maintainers":[]},"events":{"total":{},"last_year":{}},"keywords":["artificial-intelligence","bachelor-degree","dissertation-project","machine-learning","reinforcement-learning"],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/DocsCreation.yml","sha":null,"kind":"manifest","created_at":"2023-09-08T00:10:39.616Z","updated_at":"2023-09-08T00:10:39.616Z","repository_link":"https://github.com/louie-jones-strong/DECAF/blob/main/.github/workflows/DocsCreation.yml","dependencies":[{"id":13439035208,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":13439035209,"package_name":"ammaraskar/sphinx-action","ecosystem":"actions","requirements":"master","direct":true,"kind":"composite","optional":false},{"id":13439035210,"package_name":"actions/upload-pages-artifact","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":13439035211,"package_name":"actions/deploy-pages","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/LintChecks.yml","sha":null,"kind":"manifest","created_at":"2023-09-08T00:10:39.676Z","updated_at":"2023-09-08T00:10:39.676Z","repository_link":"https://github.com/louie-jones-strong/DECAF/blob/main/.github/workflows/LintChecks.yml","dependencies":[{"id":13439035212,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":13439035213,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/TypeHintChecks.yml","sha":null,"kind":"manifest","created_at":"2023-09-08T00:10:39.701Z","updated_at":"2023-09-08T00:10:39.701Z","repository_link":"https://github.com/louie-jones-strong/DECAF/blob/main/.github/workflows/TypeHintChecks.yml","dependencies":[{"id":13439035217,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":13439035218,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/UnitTests.yml","sha":null,"kind":"manifest","created_at":"2023-09-08T00:10:39.764Z","updated_at":"2023-09-08T00:10:39.764Z","repository_link":"https://github.com/louie-jones-strong/DECAF/blob/main/.github/workflows/UnitTests.yml","dependencies":[{"id":13439035219,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":13439035220,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"docker","filepath":"src/ExperienceStore/Dockerfile","sha":null,"kind":"manifest","created_at":"2023-09-08T00:10:39.775Z","updated_at":"2023-09-08T00:10:39.775Z","repository_link":"https://github.com/louie-jones-strong/DECAF/blob/main/src/ExperienceStore/Dockerfile","dependencies":[{"id":13439035222,"package_name":"python","ecosystem":"docker","requirements":"3.8.10","direct":true,"kind":"build","optional":false}]},{"ecosystem":"docker","filepath":"src/Learner/Dockerfile","sha":null,"kind":"manifest","created_at":"2023-09-08T00:10:39.782Z","updated_at":"2023-09-08T00:10:39.782Z","repository_link":"https://github.com/louie-jones-strong/DECAF/blob/main/src/Learner/Dockerfile","dependencies":[{"id":13439035233,"package_name":"tensorflow/tensorflow","ecosystem":"docker","requirements":"2.12.0-gpu","direct":true,"kind":"build","optional":false}]},{"ecosystem":"docker","filepath":"src/WebServer/Dockerfile","sha":null,"kind":"manifest","created_at":"2023-09-08T00:10:39.789Z","updated_at":"2023-09-08T00:10:39.789Z","repository_link":"https://github.com/louie-jones-strong/DECAF/blob/main/src/WebServer/Dockerfile","dependencies":[{"id":13439035234,"package_name":"python","ecosystem":"docker","requirements":"3.8.10","direct":true,"kind":"build","optional":false}]},{"ecosystem":"docker","filepath":"src/Worker/Dockerfile","sha":null,"kind":"manifest","created_at":"2023-09-08T00:10:39.819Z","updated_at":"2023-09-08T00:10:39.819Z","repository_link":"https://github.com/louie-jones-strong/DECAF/blob/main/src/Worker/Dockerfile","dependencies":[{"id":13439035235,"package_name":"tensorflow/tensorflow","ecosystem":"docker","requirements":"2.12.0-gpu","direct":true,"kind":"build","optional":false}]},{"ecosystem":"pypi","filepath":"docs/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-09-08T00:10:39.827Z","updated_at":"2023-09-08T00:10:39.827Z","repository_link":"https://github.com/louie-jones-strong/DECAF/blob/main/docs/requirements.txt","dependencies":[{"id":13439035236,"package_name":"mypy","ecosystem":"pypi","requirements":"==1.2.0","direct":true,"kind":"runtime","optional":false},{"id":13439035237,"package_name":"unittest-parallel","ecosystem":"pypi","requirements":"==1.5.3","direct":true,"kind":"runtime","optional":false},{"id":13439035239,"package_name":"flake8","ecosystem":"pypi","requirements":"==6.0.0","direct":true,"kind":"runtime","optional":false},{"id":13439035240,"package_name":"types-keyboard","ecosystem":"pypi","requirements":"==0.13.2.7","direct":true,"kind":"runtime","optional":false},{"id":13439035241,"package_name":"types-redis","ecosystem":"pypi","requirements":"==4.6.0.2","direct":true,"kind":"runtime","optional":false},{"id":13439035242,"package_name":"sphinx","ecosystem":"pypi","requirements":"==6.2.1","direct":true,"kind":"runtime","optional":false},{"id":13439035243,"package_name":"sphinx-rtd-theme","ecosystem":"pypi","requirements":"==1.2.2","direct":true,"kind":"runtime","optional":false},{"id":13439035244,"package_name":"sphinx-autodoc-typehints","ecosystem":"pypi","requirements":"==1.23.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements-dev.txt","sha":null,"kind":"manifest","created_at":"2023-09-08T00:10:39.930Z","updated_at":"2023-09-08T00:10:39.930Z","repository_link":"https://github.com/louie-jones-strong/DECAF/blob/main/requirements-dev.txt","dependencies":[{"id":13439035245,"package_name":"mypy","ecosystem":"pypi","requirements":"==1.2.0","direct":true,"kind":"development","optional":false},{"id":13439035246,"package_name":"unittest-parallel","ecosystem":"pypi","requirements":"==1.5.3","direct":true,"kind":"development","optional":false},{"id":13439035247,"package_name":"flake8","ecosystem":"pypi","requirements":"==6.0.0","direct":true,"kind":"development","optional":false},{"id":13439035248,"package_name":"types-keyboard","ecosystem":"pypi","requirements":"==0.13.2.7","direct":true,"kind":"development","optional":false},{"id":13439035249,"package_name":"types-redis","ecosystem":"pypi","requirements":"==4.6.0.2","direct":true,"kind":"development","optional":false},{"id":13439035250,"package_name":"sphinx","ecosystem":"pypi","requirements":"==6.2.1","direct":true,"kind":"development","optional":false},{"id":13439035251,"package_name":"sphinx-rtd-theme","ecosystem":"pypi","requirements":"==1.2.2","direct":true,"kind":"development","optional":false},{"id":13439035252,"package_name":"sphinx-autodoc-typehints","ecosystem":"pypi","requirements":"==1.23.0","direct":true,"kind":"development","optional":false},{"id":13439035253,"package_name":"ipykernel","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":13439035254,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":13439035255,"package_name":"seaborn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":13439035256,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":13439035257,"package_name":"pyperclip","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2023-09-08T00:10:39.968Z","updated_at":"2023-09-08T00:10:39.968Z","repository_link":"https://github.com/louie-jones-strong/DECAF/blob/main/setup.py","dependencies":[]},{"ecosystem":"pypi","filepath":"src/ExperienceStore/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-09-08T00:10:39.990Z","updated_at":"2023-09-08T00:10:39.990Z","repository_link":"https://github.com/louie-jones-strong/DECAF/blob/main/src/ExperienceStore/requirements.txt","dependencies":[{"id":13439035258,"package_name":"tensorflow","ecosystem":"pypi","requirements":"==2.12.0","direct":true,"kind":"runtime","optional":false},{"id":13439035259,"package_name":"tensorboard","ecosystem":"pypi","requirements":"==2.12.0","direct":true,"kind":"runtime","optional":false},{"id":13439035260,"package_name":"gymnasium","ecosystem":"pypi","requirements":"==0.26.3","direct":true,"kind":"runtime","optional":false},{"id":13439035261,"package_name":"dm-reverb","ecosystem":"pypi","requirements":"==0.11.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/Learner/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-09-08T00:10:40.454Z","updated_at":"2023-09-08T00:10:40.454Z","repository_link":"https://github.com/louie-jones-strong/DECAF/blob/main/src/Learner/requirements.txt","dependencies":[{"id":13439035384,"package_name":"tensorflow","ecosystem":"pypi","requirements":"==2.12.0","direct":true,"kind":"runtime","optional":false},{"id":13439035385,"package_name":"tensorboard","ecosystem":"pypi","requirements":"==2.12.0","direct":true,"kind":"runtime","optional":false},{"id":13439035386,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"==1.2.2","direct":true,"kind":"runtime","optional":false},{"id":13439035387,"package_name":"xgboost","ecosystem":"pypi","requirements":"==1.7.5","direct":true,"kind":"runtime","optional":false},{"id":13439035388,"package_name":"numpy","ecosystem":"pypi","requirements":"==1.23.5","direct":true,"kind":"runtime","optional":false},{"id":13439035389,"package_name":"wandb","ecosystem":"pypi","requirements":"==0.15.2","direct":true,"kind":"runtime","optional":false},{"id":13439035390,"package_name":"keyboard","ecosystem":"pypi","requirements":"==0.13.5","direct":true,"kind":"runtime","optional":false},{"id":13439035391,"package_name":"gymnasium","ecosystem":"pypi","requirements":"==0.26.3","direct":true,"kind":"runtime","optional":false},{"id":13439035392,"package_name":"redis","ecosystem":"pypi","requirements":"==4.6.0","direct":true,"kind":"runtime","optional":false},{"id":13439035393,"package_name":"dm-reverb","ecosystem":"pypi","requirements":"==0.11.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/WebServer/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-09-08T00:10:40.583Z","updated_at":"2023-09-08T00:10:40.583Z","repository_link":"https://github.com/louie-jones-strong/DECAF/blob/main/src/WebServer/requirements.txt","dependencies":[{"id":13439035394,"package_name":"numpy","ecosystem":"pypi","requirements":"==1.23.5","direct":true,"kind":"runtime","optional":false},{"id":13439035395,"package_name":"opencv-python-headless","ecosystem":"pypi","requirements":"==4.7.0.72","direct":true,"kind":"runtime","optional":false},{"id":13439035396,"package_name":"gymnasium","ecosystem":"pypi","requirements":"==0.26.3","direct":true,"kind":"runtime","optional":false},{"id":13439035397,"package_name":"flask","ecosystem":"pypi","requirements":"==2.3.2","direct":true,"kind":"runtime","optional":false},{"id":13439035398,"package_name":"tensorflow","ecosystem":"pypi","requirements":"==2.12.0","direct":true,"kind":"runtime","optional":false},{"id":13439035399,"package_name":"dm-reverb","ecosystem":"pypi","requirements":"==0.11.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"src/Worker/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-09-08T00:10:40.750Z","updated_at":"2023-09-08T00:10:40.750Z","repository_link":"https://github.com/louie-jones-strong/DECAF/blob/main/src/Worker/requirements.txt","dependencies":[{"id":13439035736,"package_name":"tensorflow","ecosystem":"pypi","requirements":"==2.12.0","direct":true,"kind":"runtime","optional":false},{"id":13439035737,"package_name":"tensorboard","ecosystem":"pypi","requirements":"==2.12.0","direct":true,"kind":"runtime","optional":false},{"id":13439035738,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"==1.2.2","direct":true,"kind":"runtime","optional":false},{"id":13439035739,"package_name":"xgboost","ecosystem":"pypi","requirements":"==1.7.5","direct":true,"kind":"runtime","optional":false},{"id":13439035740,"package_name":"numpy","ecosystem":"pypi","requirements":"==1.23.5","direct":true,"kind":"runtime","optional":false},{"id":13439035741,"package_name":"opencv-python-headless","ecosystem":"pypi","requirements":"==4.7.0.72","direct":true,"kind":"runtime","optional":false},{"id":13439035742,"package_name":"gymnasium","ecosystem":"pypi","requirements":"==0.26.3","direct":true,"kind":"runtime","optional":false},{"id":13439035743,"package_name":"gymnasium","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13439035744,"package_name":"pygame","ecosystem":"pypi","requirements":"==2.4.0","direct":true,"kind":"runtime","optional":false},{"id":13439035745,"package_name":"wandb","ecosystem":"pypi","requirements":"==0.15.2","direct":true,"kind":"runtime","optional":false},{"id":13439035746,"package_name":"keyboard","ecosystem":"pypi","requirements":"==0.13.5","direct":true,"kind":"runtime","optional":false},{"id":13439035747,"package_name":"redis","ecosystem":"pypi","requirements":"==4.6.0","direct":true,"kind":"runtime","optional":false},{"id":13439035748,"package_name":"dm-reverb","ecosystem":"pypi","requirements":"==0.11.0","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-04T15:50:58.993Z","updated_at":"2025-10-07T08:11:59.554Z","avatar_url":"https://github.com/louie-jones-strong.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/26769","html_url":"https://science.ecosyste.ms/projects/26769","bibtex_url":"https://science.ecosyste.ms/projects/26769/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/26769/export.apalike"}