{"package":"bioneuralnet","ecosystem":"pypi","latest_version":"1.3.1","description":"A Graph Neural Network based Multi-Omics Network Data Analysis Tool","license":"CC BY-NC-ND 4.0","license_risk":"unknown","commercial_use_notes":"verify manually — license not parseable / not declared.","homepage":"https://github.com/UCD-BDLab/BioNeuralNet","repository":"https://github.com/UCD-BDLab/BioNeuralNet","downloads_weekly":174,"health":{"score":67,"risk":"moderate","breakdown":{"maintenance":25,"popularity":3,"security":25,"maturity":12,"community":2},"deprecated":false,"max_score":100},"vulnerabilities":{"count":0,"critical":0,"high":0,"medium":0,"low":0,"details":[]},"versions":{"latest":"1.3.1","total_count":21,"recent":["0.2.0b2","1.0","1.0.1","1.0.2","1.0.3","1.0.4","1.0.5","1.0.6","1.0.7","1.0.8","1.0.9","1.1.0","1.1.1","1.1.3","1.1.4","1.2.0","1.2.1","1.2.2","1.3.0","1.3.1"]},"metadata":{"deprecated":false,"deprecated_message":null,"maintainers_count":1,"first_published":null,"last_published":"2026-04-27T22:02:32.145908Z","dependencies_count":10,"dependencies":["pandas>=2.2.3","numpy>=1.26.4","scipy>=1.13.1","matplotlib>=3.10.3","scikit-learn>=1.6.1","statsmodels>=0.14.4","networkx>=3.4.2","pydantic>=2.12.5","ray[tune]>=2.46.0","tqdm>=4.66.0"]},"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":"use_with_caution","issues":["Moderate health score (67/100) — verify manually"],"use_version":"1.3.1","version_hint":null,"summary":"bioneuralnet@1.3.1 low health (67/100) — consider alternatives"},"version_scoped":null,"_meta":{"endpoint":"check","tier":"full","philosophy":"DepScope is free. Use the cheapest endpoint that answers your real question.","cheaper_alternatives":[{"endpoint":"/api/exists/pypi/bioneuralnet","tokens_estimated":12,"use_when":"you only need to know if the package exists (hallucination guard)"},{"endpoint":"/api/health/pypi/bioneuralnet","tokens_estimated":80,"use_when":"you only need a 0-100 score for go/no-go (>=70 = safe)"},{"endpoint":"/api/prompt/pypi/bioneuralnet","tokens_estimated":280,"use_when":"you want a plain-text LLM-friendly brief instead of JSON"},{"endpoint":"POST /api/check_bulk","tokens_estimated":60,"use_when":"you have 5+ packages to check; sends one round-trip instead of N"}],"docs":"https://depscope.dev/integrate","hint_bulk":"You've called /api/check 28 times in 60s. Save bandwidth + tokens with POST /api/check_bulk (1 round-trip for N pkgs)."},"requested_version":null,"_cache":"miss","_response_ms":764,"_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":5,"avg_days_between_releases":null,"release_velocity":"active"}}