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Imbalanced Learning Python Packages

Python packages with the GitHub topic imbalanced-learning. Sorted by relevance, with stars and monthly downloads.
ZhiningLiu1998
imbalanced-ensemble

[NeurIPS'25]🛠️Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库

5K 424 59
analyticalmindsltd
smote-variants

A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection features

4K 686 148
adrianstando
edgaro

Explainable imbalanceD learninG compARatOr - Engineering Thesis Project

3K 2 1
robinsonkwame
adversarial-labeller

Adversarial labeller is a sklearn compatible instance labelling tool for model selection under data drift.

1K 3 1
georgedouzas
imbalanced-learn-extra

Implementation of novel oversampling algorithms.

379 34 16
ZhiningLiu1998
self-paced-ensemble

[ICDE'20] ⚖️ A general, efficient ensemble framework for imbalanced classification. | 泛用,高效,鲁棒的类别不平衡学习框架

321 261 49
RektPunk
imlightgbm

LightGBM for handling label-imbalanced data with focal and weighted loss functions in binary and multiclass classification

285 26 1
amaxiom
overnan

Oversampling for Imbalanced Learning with Missing Values

70 1 0
georgedouzas
geometric-smote

Implementation of novel oversampling algorithms.

3 34 16
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