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For AI agents: documentation index at /llms.txt — fetch to discover all Snowflake documentation pages. Markdown version of this page: /en/developer-guide/snowpark-ml/reference/1.7.4/index-container.md
  1. Overview
    • Standard ML APIs in snowflake-ml-python
      • ML APIs available in snowflake-ml-python running on Container Runtime for ML
          1. Distributed Modeling Classes
            • Sharded Data Connector
          2. Snowflake Cortex APIs in snowflake-ml-python
            DeveloperSnowflake MLAPI referencesSnowflake ML PythonML APIs available in snowflake-ml-python running on Container Runtime for ML
            You are viewing documentation about an older version (1.7.4). View latest version

            ML APIs available in snowflake-ml-python running on Container Runtime for ML¶

            These APIs ara available only in notebooks running on Container Runtime for ML.

            • Distributed Modeling Classes
              • snowflake.ml.modeling.distributors.xgboost.XGBEstimator
                • Related classes
              • snowflake.ml.modeling.distributors.lightgbm.LightGBMEstimator
                • Related classes
              • snowflake.ml.modeling.distributors.pytorch.PyTorchDistributor
                • Related classes
                • Related functions
            • Sharded Data Connector
              • snowflake.ml.data_sharded_data_connector.ShardedDataConnector

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