{"package":"hvrt","ecosystem":"pypi","latest_version":"2.12.1","description":"Hierarchical Variance-Retaining Transformer (HVRT) — variance-aware sample transformation for tabular data","license":"AGPL-3.0-or-later","license_risk":"unknown","commercial_use_notes":"verify manually — license not parseable / not declared.","homepage":"https://pypi.org/project/hvrt/","repository":"https://github.com/hotprotato/hvrt","downloads_weekly":9,"health":{"score":54,"risk":"high","breakdown":{"maintenance":20,"popularity":0,"security":25,"maturity":9,"community":0},"deprecated":false,"max_score":100},"vulnerabilities":{"count":0,"critical":0,"high":0,"medium":0,"low":0,"details":[]},"versions":{"latest":"2.12.1","total_count":11,"recent":["2.4.0","2.5.0","2.6.0","2.6.1","2.7.0","2.8.0","2.8.1","2.9.0","2.10.0","2.11.0","2.12.1"]},"metadata":{"deprecated":false,"deprecated_message":null,"maintainers_count":0,"first_published":null,"last_published":"2026-03-24T17:45:15.862542Z","dependencies_count":14,"dependencies":["numpy>=1.20.0","scikit-learn>=1.0.0","scipy>=1.7.0","numba>=0.56; extra == \"fast\"","xgboost>=1.5; extra == \"benchmarks\"","matplotlib>=3.5; extra == \"benchmarks\"","pandas>=1.3; extra == \"benchmarks\"","pytest>=7.0.0; extra == \"dev\"","pytest-cov>=3.0.0; extra == \"dev\"","black>=22.0.0; extra == \"dev\"","mypy>=0.950; extra == \"dev\"","twine>=5.0.0; extra == \"dev\"","build>=1.0.0; extra == \"dev\"","optuna>=3.0.0; extra == \"optimizer\""]},"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":"2.12.1","version_hint":null,"summary":"hvrt@2.12.1 is safe to use (health: 54/100)"},"version_scoped":null,"requested_version":null,"_cache":"hit","_response_ms":0,"_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":11,"first_release_age_days":null,"last_release_days_ago":35,"avg_days_between_releases":null,"release_velocity":"active"}}