{"id":76792,"name":null,"description":"This library aims at providing tools for an automatic machine learning approach. As many tools already exist to establish one or the other component of an AutoML approach, the idea of this library is to provide a structure rather than to implement a complete service.","url":"https://github.com/mews-labs/palma","last_synced_at":"2025-09-08T20:50:32.897Z","repository":{"id":199682123,"uuid":"652809757","full_name":"mews-labs/palma","owner":"mews-labs","description":"This library aims at providing tools for an automatic machine learning approach. As many tools already exist to establish one or the other component of an AutoML approach, the idea of this library is to provide a structure rather than to implement a complete service.","archived":false,"fork":false,"pushed_at":"2025-03-21T18:11:24.000Z","size":19084,"stargazers_count":2,"open_issues_count":10,"forks_count":5,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-09-06T13:44:22.661Z","etag":null,"topics":["automl","automl-api","automl-pipeline","data-leakage","drift-detection","machine-learning","machine-learning-algorithms","python","sklearn"],"latest_commit_sha":null,"homepage":"https://eurobios-mews-labs.github.io/palma/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mews-labs.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":"2023-06-12T20:59:17.000Z","updated_at":"2025-03-21T18:05:38.000Z","dependencies_parsed_at":"2023-10-11T16:26:28.794Z","dependency_job_id":"249acb27-39d3-4db8-ac55-f6949cf8fa74","html_url":"https://github.com/mews-labs/palma","commit_stats":null,"previous_names":["eurobios-scb/palma","eurobios-mews-labs/palma"],"tags_count":8,"template":false,"template_full_name":null,"purl":"pkg:github/mews-labs/palma","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mews-labs%2Fpalma","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mews-labs%2Fpalma/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mews-labs%2Fpalma/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mews-labs%2Fpalma/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mews-labs","download_url":"https://codeload.github.com/mews-labs/palma/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mews-labs%2Fpalma/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274231483,"owners_count":25245601,"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":"2025-09-08T02:00:09.813Z","response_time":121,"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":null,"packages":null,"commits":{"message":"Repository syncing started."},"issues_stats":{"full_name":"mews-labs/palma","html_url":"https://github.com/mews-labs/palma","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":"2025-09-08T20:50:16.010Z","updated_at":"2025-09-08T20:50:16.010Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/mews-labs%2Fpalma","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/mews-labs%2Fpalma/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{},"pull_request_author_associations_count":{},"issue_authors":{},"pull_request_authors":{},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-08T00:00:17.013Z","repositories_count":10172081,"issues_count":31993946,"pull_requests_count":100251918,"authors_count":10732524,"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":["automl","automl-api","automl-pipeline","data-leakage","drift-detection","machine-learning","machine-learning-algorithms","python","sklearn"],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/pytest.yml","sha":null,"kind":"manifest","created_at":"2023-10-11T16:14:16.137Z","updated_at":"2023-10-11T16:14:16.137Z","repository_link":"https://github.com/mews-labs/palma/blob/main/.github/workflows/pytest.yml","dependencies":[{"id":14152912739,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":14152912740,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2023-10-11T16:14:16.342Z","updated_at":"2023-10-11T16:14:16.342Z","repository_link":"https://github.com/mews-labs/palma/blob/main/pyproject.toml","dependencies":[{"id":14152912741,"package_name":"python","ecosystem":"pypi","requirements":"\u003e=3.9,\u003c3.11","direct":true,"kind":"runtime","optional":false},{"id":14152912742,"package_name":"seaborn","ecosystem":"pypi","requirements":"^0.12.0","direct":true,"kind":"runtime","optional":false},{"id":14152912743,"package_name":"tabulate","ecosystem":"pypi","requirements":"^0.8.10","direct":true,"kind":"runtime","optional":false},{"id":14152912744,"package_name":"frozendict","ecosystem":"pypi","requirements":"^2.3.4","direct":true,"kind":"runtime","optional":false},{"id":14152912745,"package_name":"FLAML","ecosystem":"pypi","requirements":"\u003e1.0.12, \u003c2","direct":true,"kind":"runtime","optional":false},{"id":14152912746,"package_name":"memory-profiler","ecosystem":"pypi","requirements":"^0.60.0","direct":true,"kind":"runtime","optional":false},{"id":14152912747,"package_name":"matplotlib","ecosystem":"pypi","requirements":"^3.4","direct":true,"kind":"runtime","optional":false},{"id":14152912748,"package_name":"numpy","ecosystem":"pypi","requirements":"^1","direct":true,"kind":"runtime","optional":false},{"id":14152912749,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"^1","direct":true,"kind":"runtime","optional":false},{"id":14152912750,"package_name":"pandas","ecosystem":"pypi","requirements":"^1","direct":true,"kind":"runtime","optional":false},{"id":14152912751,"package_name":"shap","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14152912752,"package_name":"deepchecks","ecosystem":"pypi","requirements":"^0.8","direct":true,"kind":"runtime","optional":false},{"id":14152912753,"package_name":"pandas-profiling","ecosystem":"pypi","requirements":"^3.2","direct":true,"kind":"runtime","optional":false},{"id":14152912754,"package_name":"plot-metric","ecosystem":"pypi","requirements":"^0","direct":true,"kind":"runtime","optional":false},{"id":14152912854,"package_name":"mlflow","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14152912855,"package_name":"boto3","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14152912856,"package_name":"explainerdashboard","ecosystem":"pypi","requirements":"\u003e=0.3","direct":true,"kind":"runtime","optional":false},{"id":14152913045,"package_name":"llvmlite","ecosystem":"pypi","requirements":"^0.39","direct":true,"kind":"runtime","optional":false},{"id":14152913046,"package_name":"xgboost","ecosystem":"pypi","requirements":"\u003e1 \u003c2","direct":true,"kind":"runtime","optional":false},{"id":14152913047,"package_name":"pyaml","ecosystem":"pypi","requirements":"\u003e12","direct":true,"kind":"runtime","optional":false},{"id":14152913048,"package_name":"pytest","ecosystem":"pypi","requirements":"^7.1.3","direct":true,"kind":"develop","optional":false},{"id":14152913049,"package_name":"pytest-cov","ecosystem":"pypi","requirements":"^3.0.0","direct":true,"kind":"develop","optional":false},{"id":14152913050,"package_name":"pre-commit","ecosystem":"pypi","requirements":"^2","direct":true,"kind":"develop","optional":false},{"id":14152913051,"package_name":"coverage","ecosystem":"pypi","requirements":"^6.4","direct":true,"kind":"develop","optional":false},{"id":14152913052,"package_name":"PyQt5","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":14152913053,"package_name":"pylint","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false}]}],"score":null,"created_at":"2025-09-08T20:49:34.570Z","updated_at":"2025-10-07T08:27:41.488Z","avatar_url":"https://github.com/mews-labs.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/76792","html_url":"https://science.ecosyste.ms/projects/76792"}