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.