{"package":"astro-tiptop","ecosystem":"pypi","latest_version":"1.4.3","description":"Analytical simulator for astronomical adaptive optics systems","license":"MIT License","license_risk":"permissive","commercial_use_notes":"Permissive: commercial closed-source use OK; preserve the copyright notice.","homepage":"https://pypi.org/project/astro-tiptop/","repository":"","downloads_weekly":51,"health":{"score":62,"risk":"moderate","breakdown":{"maintenance":25,"popularity":0,"security":25,"maturity":12,"community":0},"deprecated":false,"max_score":100},"vulnerabilities":{"count":0,"critical":0,"high":0,"medium":0,"low":0,"details":[]},"versions":{"latest":"1.4.3","total_count":43,"recent":["1.3.18","1.3.19","1.3.20","1.3.21","1.3.22","1.3.23","1.3.24","1.3.25","1.3.26","1.3.27","1.3.28","1.3.29","1.3.30","1.3.31","1.3.32","1.3.33","1.4.0","1.4.1","1.4.2","1.4.3"]},"metadata":{"deprecated":false,"deprecated_message":null,"maintainers_count":0,"first_published":null,"last_published":"2026-04-17T12:59:09.331333Z","dependencies_count":10,"dependencies":["matplotlib","numpy","pyyaml","astro-p3>=1.5.4","mastsel>=1.4.7","torch>=2.1.2","torchmetrics>=1.4.0","mpl_scatter_density>=0.7","mastsel[gpu]; extra == \"gpu\"","ipywidgets; extra == \"gui\""]},"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 (62/100) — verify manually"],"use_version":"1.4.3","version_hint":null,"summary":"astro-tiptop@1.4.3 low health (62/100) — 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/astro-tiptop","tokens_estimated":12,"use_when":"you only need to know if the package exists (hallucination guard)"},{"endpoint":"/api/health/pypi/astro-tiptop","tokens_estimated":80,"use_when":"you only need a 0-100 score for go/no-go (>=70 = safe)"},{"endpoint":"/api/prompt/pypi/astro-tiptop","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 74 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":20,"first_release_age_days":null,"last_release_days_ago":16,"avg_days_between_releases":null,"release_velocity":"active"}}