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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/2.5.0/index-container.md
  1. Overview
    • Sharded Data Connector
      • Standard ML APIs in snowflake-ml-python
        • ML APIs available in snowflake-ml-python running on Container Runtime
            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

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

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

              • 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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