{"library":"google-cloud-automl","type":"library","category":null,"description":"The `google-cloud-automl` Python client library provides programmatic access to the Google Cloud AutoML API, enabling developers to train high-quality machine learning models tailored to specific business needs without extensive ML expertise. It leverages Google's state-of-the-art transfer learning and Neural Architecture Search technology. Currently at version 2.18.1, the library follows a frequent release cadence, typical of Google Cloud client libraries, with new versions often published weekly or bi-weekly. While functional, Google strongly recommends migrating to the Vertex AI SDK (`google-cloud-aiplatform`) for new development, as Vertex AI represents the next generation of Google's AI platform with enhanced features and MLOps capabilities.","language":"python","status":"active","version":"2.18.1","tags":["google-cloud","automl","machine-learning","ai","vertex-ai"],"last_verified":"Tue Jun 09","install":[{"cmd":"pip install google-cloud-automl","imports":["from google.cloud import automl_v1\nclient = automl_v1.AutoMlClient()"]}],"homepage":"https://cloud.google.com/automl","github":"https://github.com/googleapis/google-cloud-python","docs":null,"changelog":null,"pypi":"https://pypi.org/project/google-cloud-automl/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":5.5,"avg_import_s":1.87,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/google-cloud-automl/compatibility"}}