Skip to content

1.6.2
Compare
Choose a tag to compare
@snowflake-connectors-app snowflake-connectors-app released this 12 Sep 18:17
1.6.2
f50d041
This commit was created on GitHub.com and signed with GitHub’s verified signature.
GPG key ID: B5690EEEBB952194
Learn about vigilant mode.

1.6.2 (TBD)

Bug Fixes

  • Modeling: Support XGBoost version that is larger than 2.

  • Data: Fix multiple epoch iteration over DataConnector.to_torch_datapipe() DataPipes.

  • Generic: Fix a bug that when an invalid name is provided to argument where fully qualified name is expected, it will
    be parsed wrongly. Now it raises an exception correctly.

  • Model Explainability: Handle explanations for multiclass XGBoost classification models

  • Model Explainability: Workarounds and better error handling for XGB>2.1.0 not working with SHAP==0.42.1

New Features

  • Data: Add top-level exports for DataConnector and DataSource to snowflake.ml.data.
  • Data: Add native batching support via batch_size and drop_last_batch arguments to DataConnector.to_torch_dataset()
  • Feature Store: update_feature_view() supports taking feature view object as argument.

Behavior Changes

Assets 4
Loading