Best 19 Imbalanced Learning Open Source Projects

Face.evoLVe.PyTorch

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

Awesome Imbalanced Learning

😎 Everything about class-imbalanced/long-tail learning: papers, codes, ...

Imbalanced Regression

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

Imbalanced Semi Self

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Impr...

Smote Variants

A collection of 85 minority oversampling techniques (SMOTE) for imbalanc...

BalancedMSE

[CVPR 2022 Oral] Balanced MSE for Imbalanced Visual Regression https://a...

Imbalanced Ensemble

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

Self Paced Ensemble

[ICDE'20] ⚖️ A general, efficient ensemble framework for imbalanced clas...

Parametric Contrastive Learning

Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)

UniMVSNet

[CVPR 2022] Rethinking Depth Estimation for Multi-View Stereo: A Unified...

Machine Learning Imbalanced Data

Code repository for the online course Machine Learning with Imbalanced Data

BalancedMetaSoftmax Classification

[NeurIPS 2020] Balanced Meta-Softmax for Long-Tailed Visual Recognition

Multi Domain Imbalance

[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Gene...

ZhiningLiu1998 Mesa

[NeurIPS’20] ⚖️ Build powerful ensemble class-imbalanced learning models...

Albertsr Class Imbalance

Cost-Sensitive Learning / ReSampling / Weighting / Thresholding / Borde...