{"package":"augmented-lagrangian","ecosystem":"pypi","latest_version":"0.1.1","description":"A Python implementation of the Augmented Lagrangian method for constrained optimization","license":"MIT","license_risk":"permissive","commercial_use_notes":"Permissive: commercial closed-source use OK; preserve the copyright notice.","homepage":"https://github.com/cshjin/augmented-lagrangian","repository":"https://github.com/cshjin/augmented-lagrangian.git","downloads_weekly":4,"health":{"score":40,"risk":"high","breakdown":{"maintenance":10,"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":"0.1.1","total_count":2,"recent":["0.1.0","0.1.1"]},"metadata":{"deprecated":false,"deprecated_message":null,"maintainers_count":1,"first_published":null,"last_published":"2025-10-16T22:29:48.048523Z","dependencies_count":15,"dependencies":["numpy","scipy","torch; extra == \"pytorch\"","build; extra == \"dev\"","twine; extra == \"dev\"","pytest; extra == \"dev\"","pytest-cov; extra == \"dev\"","autopep8; extra == \"dev\"","isort; extra == \"dev\"","flake8; extra == \"dev\"","mypy; extra == \"dev\"","sphinx; extra == \"dev\"","sphinx-rtd-theme; extra == \"dev\"","matplotlib; extra == \"examples\"","seaborn; extra == \"examples\""]},"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 (40/100) — verify manually"],"use_version":"0.1.1","version_hint":null,"summary":"augmented-lagrangian@0.1.1 low health (40/100) — 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/augmented-lagrangian","tokens_estimated":12,"use_when":"you only need to know if the package exists (hallucination guard)"},{"endpoint":"/api/health/pypi/augmented-lagrangian","tokens_estimated":80,"use_when":"you only need a 0-100 score for go/no-go (>=70 = safe)"},{"endpoint":"/api/prompt/pypi/augmented-lagrangian","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 31 times in 60s. Save bandwidth + tokens with POST /api/check_bulk (1 round-trip for N pkgs)."},"requested_version":null,"_cache":"miss","_response_ms":789,"_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":2,"first_release_age_days":null,"last_release_days_ago":198,"avg_days_between_releases":null,"release_velocity":"moderate"}}