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ImbalancedLearningRegression-0.0.0: 2022-01-30
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- Author: Wenglei Wu, Alex Chengen Lyu, Gloria Hu, Lingyi Kong
- Study of paper and implementation of re-sampling techniques for regression
- Define basic package dependencies
- Prepare skeleton of Pypi package to push to Github
ImbalancedLearningRegression-0.0.1: 2022-04-25
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- Author: Wenglei Wu, Alex Chengen Lyu, Gloria Hu, Lingyi Kong
- Finished implementing the initial eight re-sampling methods
- RO, GN, CNN, ENN, SMOTE, ADASYN, RU, TomekLinks
- PDF documentations, Jupyter Notebook examples, and Python tests
ImbalancedLearningRegression-0.0.1: 2022-05-06
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- Author: Wenglei Wu
- Check the code of the eight re-sampling methods
- Write tests
- Write "read the docs" documentation
- Re-organize the Github repository
- Write a 4-page thesis of description
- Published the package to PyPI
ImbalancedLearningRegression-0.0.2: 2024-05-25
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- Replace the dependency "sklearn" with "scikit-learn"