{"library":"swanlab","type":"library","category":null,"description":"SwanLab is a Python library for streamlined tracking and management of AI training processes. It offers experiment tracking, visualization, automatic logging, hyperparameter recording, experiment comparison, and multi-user collaboration. SwanLab supports both cloud and offline usage, integrating with over 30 mainstream AI training frameworks. The current version is 0.7.15, with frequent patch and minor releases.","language":"python","status":"active","version":"0.7.15","tags":["AI/ML","experiment tracking","visualization","hyperparameter tuning","MLOps","deep learning"],"last_verified":"Tue May 26","install":[{"cmd":"pip install swanlab","imports":["import swanlab","swanlab.init(...)","swanlab.log({...})","swanlab.finish()"]}],"homepage":"https://swanlab.cn","github":"https://github.com/SwanHubX/SwanLab","docs":"https://docs.swanlab.cn/zh/guide_cloud/general/what-is-swanlab.html","changelog":null,"pypi":"https://pypi.org/project/swanlab/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":7.3,"avg_import_s":2.19,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/swanlab/compatibility"}}