Skip to content

[1.0.0]. Release
Compare
Choose a tag to compare
@sfc-gh-kdama sfc-gh-kdama released this 09 Jun 18:01
· 43 commits to main since this release
1.0.0
d8091a9
This commit was created on GitHub.com and signed with GitHub’s verified signature. The key has expired.
GPG key ID: 4AEE18F83AFDEB23
Expired
Learn about vigilant mode.

Behavior Changes

  • Model Development: Preprocessing and Metrics move to the modeling package: snowflake.ml.modeling.preprocessing and snowflake.ml.modeling.metrics.
  • Model Development: get_sklearn_object() method is renamed to to_sklearn(), to_xgboost(), and to_lightgbm() for respective native models.
  • Model Registry: predict() method moves from Registry to ModelReference.
  • Model Registry: _snowml_wheel_path parameter in options of deploy(), is replaced with _use_local_snowml with default value of False. Setting this to True will have the same effect of uploading local SnowML code when executing a model in the warehouse.
  • Model Registry: Removed id field from ModelReference constructor.

New Features

  • Added PolynomialFeatures transformer to snowflake.ml.modeling.preprocessing module.
  • Added metrics:
    • accuracy_score
    • confusion_matrix
    • precision_recall_fscore_support
    • precision_score

Bug Fixes

  • Model Registry: Model version can now be any string (not required to be a valid identifier)
  • Model Development: deploy() & predict() methods now correctly escapes identifiers
Assets 3
Loading