{"library":"google-cloud-mldiagnostics","type":"library","category":null,"description":"The `google-cloud-mldiagnostics` library is the Python SDK for Google Cloud's ML Diagnostics platform. It integrates with machine learning workloads to collect and manage workload metrics, configurations, and profiles, and enables programmatic and on-demand profile capture. It helps users create and monitor machine learning runs, deploy managed XProf resources for performance profiling, and visualize various workload aspects on Google Cloud. The library is actively maintained, with frequent updates aligning with new features and improvements in Google Cloud services.","language":"python","status":"active","version":"1.0.2","tags":["Google Cloud","ML Diagnostics","Machine Learning","Profiling","Metrics","XProf","Python"],"last_verified":"Mon May 25","install":[{"cmd":"pip install google-cloud-mldiagnostics","imports":["from google_cloud_mldiagnostics import machinelearning_run","from google_cloud_mldiagnostics import metrics","from google_cloud_mldiagnostics import xprof","from google_cloud_mldiagnostics.proto.diagnostics import MLRun","from google_cloud_mldiagnostics.proto.diagnostics import MetricType"]},{"cmd":"pip install google-cloud-logging","imports":[]}],"homepage":"https://cloud.google.com/ai-platform/training/docs","github":null,"docs":null,"changelog":null,"pypi":"https://pypi.org/project/google-cloud-mldiagnostics/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":6,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/google-cloud-mldiagnostics/compatibility"}}