HISTORY.rst

History

0.2.8 (2021-02-06)

• Removed StackingRegressor and CheckingClassifier.
• Added provided_models method.
• Added adjusted r-squared metric.
• Added cardinality check to split categorical columns into low and high cardinality features.
• Added different transformation pipeline for low and high cardinality features.
• Included all number dtypes as inputs.
• Fixed dependencies.
• Improved documentation.

0.2.7 (2020-07-09)

• Removed catboost regressor and classifier

0.2.6 (2020-01-22)

• Added xgboost, lightgbm, catboost regressors and classifiers

0.2.5 (2020-01-20)

• Removed troublesome regressors from list of CLASSIFIERS

0.2.4 (2020-01-19)

• Removed troublesome regressors from list of REGRESSORS
• Added feature to input custom metric for evaluation
• Added feature to return predictions as dataframe
• Added model training time for each model

0.2.3 (2019-11-22)

• Removed TheilSenRegressor from list of REGRESSORS
• Removed GaussianProcessClassifier from list of CLASSIFIERS

0.2.2 (2019-11-18)

• Fixed automatic deployment issue.

0.2.1 (2019-11-18)

• Release of Regression feature.

0.2.0 (2019-11-17)

• Release of Classification feature.

0.1.0 (2019-11-16)

• First release on PyPI.