{"package":"biosofa","ecosystem":"pypi","latest_version":"0.7.5","description":"Probabilistic factor analysis model with covariate guided factors","license":"MIT","license_risk":"permissive","commercial_use_notes":"Permissive: commercial closed-source use OK; preserve the copyright notice.","homepage":"https://pypi.org/project/biosofa/","repository":"","downloads_weekly":22,"health":{"score":41,"risk":"high","breakdown":{"maintenance":5,"popularity":0,"security":25,"maturity":9,"community":2},"deprecated":false,"max_score":100},"vulnerabilities":{"count":0,"critical":0,"high":0,"medium":0,"low":0,"details":[]},"versions":{"latest":"0.7.5","total_count":12,"recent":["0.1.0","0.2.0","0.3.0","0.4.0","0.5.0","0.6.0","0.7.0","0.7.1","0.7.2","0.7.3","0.7.4","0.7.5"]},"metadata":{"deprecated":false,"deprecated_message":null,"maintainers_count":1,"first_published":null,"last_published":"2024-11-13T09:24:00.636967Z","dependencies_count":19,"dependencies":["torch<2.0.0,>=1.13.1","pyro-ppl<1.8.4","pandas>=1.4.2","numpy>=1.22.4","click>=8.1.3","scikit-learn>=1.1.1","numba>=0.55.2","scipy>=1.8.1","muon>=0.1.3","matplotlib>=3.5.2","gseapy>=1.0.4","toml>=0.10.2","Sphinx==4.2.0; extra == \"docs\"","sphinx-rtd-theme==1.0.0; extra == \"docs\"","sphinxcontrib-napoleon==0.7; extra == \"docs\"","sphinxcontrib-bibtex<3.0.0,>=2.5.0","nbsphinx==0.8.9; extra == \"docs\"","jupyter; extra == \"notebook\"","pytest"]},"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":"0.7.5","version_hint":null,"summary":"biosofa@0.7.5 is safe to use (health: 41/100)"},"version_scoped":null,"requested_version":null,"_cache":"miss","_response_ms":695,"_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":12,"first_release_age_days":null,"last_release_days_ago":533,"avg_days_between_releases":null,"release_velocity":"stale"}}