{"package":"bioacoustics-model-zoo","ecosystem":"pypi","latest_version":"0.13.0","description":"Public repository of machine learning models for bioacoustics, with OpenSoundscape integration","license":"MIT","license_risk":"permissive","commercial_use_notes":"Permissive: commercial closed-source use OK; preserve the copyright notice.","homepage":"https://pypi.org/project/bioacoustics-model-zoo/","repository":"https://github.com/kitzeslab/bioacoustics-model-zoo","downloads_weekly":54,"health":{"score":55,"risk":"high","breakdown":{"maintenance":25,"popularity":0,"security":25,"maturity":3,"community":2},"deprecated":false,"max_score":100},"vulnerabilities":{"count":0,"critical":0,"high":0,"medium":0,"low":0,"details":[]},"versions":{"latest":"0.13.0","total_count":5,"recent":["0.12.0","0.12.1","0.12.2","0.12.3","0.13.0"]},"metadata":{"deprecated":false,"deprecated_message":null,"maintainers_count":1,"first_published":null,"last_published":"2026-05-03T03:23:19.780908Z","dependencies_count":12,"dependencies":["PyGithub>=2.6.1","ai-edge-litert>=2.1.2; extra == \"birdnet\" or extra == \"all\"","kagglehub>=1.0.0; extra == \"perch\" or extra == \"perch2\" or extra == \"all\"","opensoundscape<0.14.0,>=0.13.0","tensorflow>=2.20.0; extra == \"tensorflow\" or extra == \"perch\" or extra == \"perch2\" or extra == \"all\"","tensorflow-hub>=0.16.1; extra == \"tensorflow\" or extra == \"all\"","tf-keras>=2.20.0; extra == \"tensorflow\" or extra == \"perch\" or extra == \"perch2\"","timm>=0.9.0; extra == \"hawkears\" or extra == \"all\"","torch>=1.13.0; extra == \"hawkears\" or extra == \"birdset\" or extra == \"pytorch\" or extra == \"all\"","torchaudio>=0.13.0; extra == \"hawkears\" or extra == \"birdset\" or extra == \"pytorch\" or extra == \"all\"","torchvision>=0.14.0; extra == \"hawkears\" or extra == \"birdset\" or extra == \"pytorch\" or extra == \"all\"","transformers>=4.20.0; extra == \"birdset\" or extra == \"all\""]},"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 (55/100) — verify manually"],"use_version":"0.13.0","version_hint":null,"summary":"bioacoustics-model-zoo@0.13.0 low health (55/100) — 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/bioacoustics-model-zoo","tokens_estimated":12,"use_when":"you only need to know if the package exists (hallucination guard)"},{"endpoint":"/api/health/pypi/bioacoustics-model-zoo","tokens_estimated":80,"use_when":"you only need a 0-100 score for go/no-go (>=70 = safe)"},{"endpoint":"/api/prompt/pypi/bioacoustics-model-zoo","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 11 times in 60s. Save bandwidth + tokens with POST /api/check_bulk (1 round-trip for N pkgs)."},"requested_version":null,"_cache":"miss","_response_ms":817,"_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":5,"first_release_age_days":null,"last_release_days_ago":0,"avg_days_between_releases":null,"release_velocity":"active"}}