{"package":"swanlab","ecosystem":"pypi","latest_version":"0.7.16","description":"Python library for streamlined tracking and management of AI training processes.","license":"Apache-2.0","license_risk":"permissive","commercial_use_notes":"Permissive: commercial closed-source use OK; preserve the copyright notice.","homepage":"https://pypi.org/project/swanlab/","repository":"https://github.com/SwanHubX/SwanLab","downloads_weekly":39320,"health":{"score":72,"risk":"moderate","breakdown":{"maintenance":25,"popularity":10,"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":"0.7.16","total_count":47,"recent":["0.6.11","0.6.12","0.6.13","0.7.0","0.7.1","0.7.2","0.7.3","0.7.4","0.7.5","0.7.6","0.7.7","0.7.8","0.7.9","0.7.10","0.7.11","0.7.12","0.7.13","0.7.14","0.7.15","0.7.16"]},"metadata":{"deprecated":false,"deprecated_message":null,"maintainers_count":0,"first_published":null,"last_published":"2026-04-21T05:59:34.142319Z","dependencies_count":25,"dependencies":["click","nvidia-ml-py","platformdirs>=4.2.0","protobuf!=4.21.0,!=5.28.0,<7,>=3.12.0; python_version < \"3.9\" and sys_platform == \"linux\"","protobuf!=4.21.0,!=5.28.0,<7,>=3.15.0; python_version == \"3.9\" and sys_platform == \"linux\"","protobuf!=4.21.0,!=5.28.0,<7,>=3.19.0; python_version > \"3.9\" and sys_platform == \"linux\"","protobuf!=4.21.0,!=5.28.0,<7,>=3.19.0; sys_platform != \"linux\"","psutil>=5.0.0","pydantic~=2.0","pyecharts>=2.0.0","pyyaml","requests>=2.28.0","rich<14.0.0,>=13.6.0","setuptools","typing-extensions; python_version < \"3.9\"","urllib3>=1.26.0","wrapt>=1.17.0","swanboard==0.1.9b3; extra == \"dashboard\"","imageio[ffmpeg]; extra == \"media\"","matplotlib; extra == \"media\"","moviepy; extra == \"media\"","numpy; extra == \"media\"","pillow; extra == \"media\"","rdkit; extra == \"media\"","soundfile; extra == \"media\""]},"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":"safe_to_use","issues":[],"use_version":"0.7.16","version_hint":null,"summary":"swanlab@0.7.16 is safe to use (health: 72/100)"},"version_scoped":null,"requested_version":null,"_cache":"miss","_response_ms":778,"_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":10,"avg_days_between_releases":null,"release_velocity":"active"}}