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awesome-imbalanced-learning ZhiningLiu1998

220

1.3k

cc0-1.0

43

😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库

awesome fair-ml fairness-ml skewed-data awesome-list deep-learning class-imbalance imbalanced-data machine-learning ensemble-learning imbalanced-classes imbalanced-learning imbalanced-classification

Created 2020-03-05

52 commits to master branch, last one 8 months ago

imbalanced-regression YyzHarry

128

785

mit

18

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

icml icml-2021 imbalance long-tail healthcare regression computer-vision imbalanced-data imbalanced-learning imbalanced-regression imbalanced-classification natural-language-processing

Created 2021-02-18

22 commits to main branch, last one 2 years ago

imbalanced-semi-self YyzHarry

116

733

mit

14

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

neurips long-tail neurips-2020 unlabeled-data class-imbalance imbalanced-data imbalanced-learning long-tailed-recognition self-supervised-learning semi-supervised-learning imbalanced-classification

Created 2020-09-04

22 commits to master branch, last one 3 years ago

imbalanced-ensemble ZhiningLiu1998

48

292

mit

7

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

python python3 sklearn ensemble long-tail data-mining data-science scikit-learn classification ensemble-model class-imbalance imbalanced-data machine-learning ensemble-learning imbalanced-learning imbalanced-classification multi-class-classification ensemble-imbalanced-learning

Created 2021-03-10

189 commits to main branch, last one 13 days ago

machine-learning-imbalanced-data solegalli

206

153

other

6

Code repository for the online course Machine Learning with Imbalanced Data

python data-science imbalanced-data machine-learning imbalanced-learning imbalanced-classification

Created 2020-10-13

56 commits to master branch, last one 2 months ago

BalancedMetaSoftmax-Classification jiawei-ren

25

133

other

4

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

imbalanced-learning imbalanced-classification

Created 2020-11-14

4 commits to main branch, last one 2 years ago

multi-domain-imbalance YyzHarry

15

122

mit

4

[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond

ood eccv eccv-2022 imbalance long-tail multi-domain deep-learning imbalanced-data domain-adaptation ood-generalization imbalanced-learning domain-generalization multi-domain-learning long-tailed-recognition imbalanced-classification

Created 2022-03-17

12 commits to main branch, last one about a year ago