{"package":"aizynthfinder","ecosystem":"pypi","latest_version":"4.4.1","description":"Retrosynthetic route finding using neural network guided Monte-Carlo tree search","license":"MIT","license_risk":"permissive","commercial_use_notes":"Permissive: commercial closed-source use OK; preserve the copyright notice.","homepage":"https://pypi.org/project/aizynthfinder/","repository":"https://github.com/MolecularAI/aizynthfinder/","downloads_weekly":2169,"health":{"score":54,"risk":"high","breakdown":{"maintenance":15,"popularity":6,"security":25,"maturity":6,"community":2},"deprecated":false,"max_score":100},"vulnerabilities":{"count":0,"critical":0,"high":0,"medium":0,"low":0,"details":[]},"versions":{"latest":"4.4.1","total_count":8,"recent":["3.6.0","3.7.0","4.0.0","4.3.0","4.3.1","4.3.2","4.4.0","4.4.1"]},"metadata":{"deprecated":false,"deprecated_message":null,"maintainers_count":1,"first_published":null,"last_published":"2025-12-09T09:31:33.799197Z","dependencies_count":29,"dependencies":["dask>=2024.4.1","deprecated<2.0.0,>=1.2.10","grpcio<2.0.0,>=1.24.0; extra == \"tf\"","ipywidgets<8.0.0,>=7.5.1","jinja2<4.0.0,>=3.0.0","jupyter<2.0.0,>=1.0.0","jupytext<2.0.0,>=1.3.3","matplotlib<4.0.0,>=3.0.0","molbloom<3.0.0,>=2.1.0; extra == \"all\"","networkx<3.0,>=2.4","notebook<7.0.0,>=6.5.3","numpy<2.0.0","onnxruntime<2.0.0,>=1.23.0","pandas<3.0.0,>=1.0.0","paretoset<2.0.0,>=1.2.3","pillow<13.0.0,>=12.0.0","pymongo<4.0.0,>=3.10.1; extra == \"all\"","rdchiral<2.0.0,>=1.0.0","rdkit<2024.0.0,>=2023.9.1","reaction-utils<2.0.0,>=1.9.3","requests<3.0.0,>=2.23.0","route-distances<2.0.0,>=1.2.4; extra == \"all\"","scipy<2.0,>=1.0; extra == \"all\"","seaborn<0.14.0,>=0.13.2","tables<4.0.0,>=3.6.1","tensorflow<3.0.0,>=2.20.0; extra == \"tf\"","tensorflow-serving-api<3.0.0,>=2.1.0; extra == \"tf\"","timeout-decorator<0.6.0,>=0.5.0; extra == \"all\"","tqdm<5.0.0,>=4.42.1"]},"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 (54/100) — verify manually"],"use_version":"4.4.1","version_hint":null,"summary":"aizynthfinder@4.4.1 low health (54/100) — 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/aizynthfinder","tokens_estimated":12,"use_when":"you only need to know if the package exists (hallucination guard)"},{"endpoint":"/api/health/pypi/aizynthfinder","tokens_estimated":80,"use_when":"you only need a 0-100 score for go/no-go (>=70 = safe)"},{"endpoint":"/api/prompt/pypi/aizynthfinder","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 38 times in 60s. Save bandwidth + tokens with POST /api/check_bulk (1 round-trip for N pkgs)."},"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":8,"first_release_age_days":null,"last_release_days_ago":145,"avg_days_between_releases":null,"release_velocity":"moderate"}}