Snowflake-ml-python

Latest version: v1.5.2

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0.2.3

Bug Fixes

- Allow using OneHotEncoder along with sklearn style estimators in a pipeline.

New Features

- Model Registry: Added support for delete_model. Use delete_artifact = False to not delete the underlying model data
but just unregister.

0.2.2

New Features

- Initial version of snowflake-ml modeling package.
- Provide support for training most of scikit-learn and xgboost estimators and transformers.

Bug Fixes

- Minor fixes in preprocessing package.

0.2.1

New Features

- New in Preprocessing:
- SimpleImputer
- Covariance Matrix
- Optimization of Ordinal Encoder client computations.

Bug Fixes

- Minor fixes in OneHotEncoder.

0.2.0

New Features

- Model Registry
- PyTorch & Tensorflow connector file generic FileSet API
- New to Preprocessing:
- Binarizer
- Normalizer
- Pearson correlation Matrix
- Optimization in Ordinal Encoder to cache vocabulary in temp tables.

0.1.3

New Features

- Initial version of transformers including:
- Label Encoder
- Max Abs Scaler
- Min Max Scaler
- One Hot Encoder
- Ordinal Encoder
- Robust Scaler
- Standard Scaler

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