{"library":"kubeflow","type":"library","category":null,"description":"The Kubeflow Python SDK (current version 0.4.0) provides a client library to programmatically manage machine learning workloads and interact with various Kubeflow APIs. It allows users to define, create, monitor, and delete training jobs (e.g., PyTorchJob, TFJob), hyperparameter optimization jobs (Katib), and other ML-related resources directly from Python. Releases are frequent, typically focusing on new features and bug fixes across minor versions.","language":"python","status":"active","version":"0.4.0","tags":["machine learning","kubernetes","mlops","orchestration","pytorch","tensorflow","katib"],"install":[{"cmd":"pip install kubeflow","imports":["import kubeflow"]}],"homepage":"https://kubeflow.org","github":"https://github.com/kubeflow/sdk","docs":"https://www.kubeflow.org/docs/components","changelog":null,"pypi":"https://pypi.org/project/kubeflow/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":9.5,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/kubeflow/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Fri Jul 03","last_verified":"Fri Jul 03","next_check":"Sun Aug 02","install_tag":null}}