{"package":"arfs","ecosystem":"pypi","latest_version":"3.0.0","description":"All Relevant Feature Selection and Maximal Relevant minimal redundancy FS","license":"MIT","license_risk":"permissive","commercial_use_notes":"Permissive: commercial closed-source use OK; preserve the copyright notice.","homepage":"https://pypi.org/project/arfs/","repository":"https://github.com/ThomasBury/arfs","downloads_weekly":1889,"health":{"score":51,"risk":"high","breakdown":{"maintenance":5,"popularity":6,"security":25,"maturity":15,"community":0},"deprecated":false,"max_score":100},"vulnerabilities":{"count":0,"critical":0,"high":0,"medium":0,"low":0,"details":[]},"versions":{"latest":"3.0.0","total_count":63,"recent":["2.0.6","2.0.7","2.1.0","2.1.1","2.1.2","2.1.3","2.1.4","2.2.0","2.2.1","2.2.2","2.2.3","2.2.4","2.2.5","2.2.6","2.3.0","2.3.1","2.3.2","2.3.3","2.4.0","3.0.0"]},"metadata":{"deprecated":false,"deprecated_message":null,"maintainers_count":0,"first_published":null,"last_published":"2025-04-02T14:52:20.580461Z","dependencies_count":21,"dependencies":["lightgbm>=4.6.0","matplotlib>=3.9.4","numpy>=2.0.2","pandas>=2.2.3","scikit-learn>=1.6.1","scipy>=1.13.1","seaborn>=0.13.2","shap>=0.47.0","statsmodels>=0.14.4","tqdm>=4.67.1","ipykernel; extra == \"docs\"","ipython_genutils; extra == \"docs\"","pandoc; extra == \"docs\"","sphinx; extra == \"docs\"","sphinxawesome-theme==5.0.0b5; extra == \"docs\"","nbsphinx==0.9.2; extra == \"docs\"","sphinx-autodoc-typehints<1.24.0; extra == \"docs\"","sphinx-copybutton==0.5.2; extra == \"docs\"","sphinx-tabs==3.4.1; extra == \"docs\"","pytest; extra == \"test\"","pytest-cov; extra == \"test\""]},"github_stats":null,"bundle":null,"typescript":null,"known_issues":{"bugs_count":0,"bugs_severity":{},"status_breakdown":{},"link":null,"scope":"none"},"historical_compromise":null,"recommendation":{"action":"safe_to_use","issues":[],"use_version":"3.0.0","version_hint":null,"summary":"arfs@3.0.0 is safe to use (health: 51/100)"},"version_scoped":null,"requested_version":null,"_cache":"miss","_response_ms":775,"_powered_by":"depscope.dev — free package intelligence for AI agents","typosquat":{"is_suspected":false},"maintainer_trust":{"available":false},"malicious":{"is_malicious":false},"scorecard":{"available":false},"quality":{"available":false},"version_history_summary":{"total_versions":20,"first_release_age_days":null,"last_release_days_ago":393,"avg_days_between_releases":null,"release_velocity":"stale"}}