Release History

Version 0.7.1 (2022.09.16.)

• Query for oversamplers with proportion parameter added.

Version 0.7.0 (2022.09.11.)

• optimization of the parallelized evaluation framework

• final clean-up after refactoring

Version 0.6.0 (2022.08.20.)

• vectorized implementations for most of the techniques to boost performance

• a refactored and improved evaluation and model selection toolkit

• 100% test coverage

• 10.0 PEP8 conformancy (by pylint)

• polynom_fit_SMOTE split to 4 different techniques

Version 0.5.0 (2022.07.05.)

• heavy restructuring

• minor bug fixes

• addition of metric learning capabilities

Version 0.4.0 (2020.07.02.)

• code refactored to fulfil PEP8 standards

• minor bug fixes

Version 0.3.2 (2019.07.28.)

• `OversamplingClassifier` added for compatibility with `sklearn` `Pipeline`.

• New example code added illustrating the use of `OversamplingClassifier`.

• `get_params` fixed by adding the `deep` option.

Version 0.3.0 (2019.01.10.)

Stable release containing 85 oversamplers and model selection features.

Version 0.0.1 (2018.12.06.)

Initial release.