{"library":"snowflake-ml-python","type":"library","category":null,"description":"The Snowflake ML Python Library (snowflake-ml-python) is the official client for interacting with Snowflake to build and deploy machine learning solutions. It provides interfaces for machine learning lifecycle management including session management, model development, model registry, feature store, and experiment tracking. The library is actively maintained with frequent minor releases, typically on a monthly to bi-monthly cadence, and is currently at version 1.34.0.","language":"python","status":"active","version":"1.34.0","tags":["snowflake","machine-learning","ml","data-science","cloud","snowpark"],"install":[{"cmd":"pip install snowflake-ml-python","imports":["from snowflake.snowpark import Session","from snowflake.ml.session import get_session","from snowflake.ml.model import Model","from snowflake.ml.registry import Registry"]}],"homepage":"https://www.snowflake.com","github":"https://github.com/snowflakedb/snowflake-ml-python","docs":"https://docs.snowflake.com/developer-guide/snowpark-ml","changelog":"https://github.com/snowflakedb/snowflake-ml-python/blob/master/CHANGELOG.md","pypi":"https://pypi.org/project/snowflake-ml-python/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":42.2,"avg_import_s":5.1,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/snowflake-ml-python/compatibility"},"provenance":{"verified_status":"install_fail","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Sun Jul 05","install_tag":null}}