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Top 13 imbalanced-learning open source projects

Face.evolve.pytorch

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

geometric-smote

Implementation of the Geometric SMOTE over-sampling algorithm.

✭ 20

python Makefile data-science machine-learning oversampling imbalanced-learning

Awesome-of-Long-Tailed-Recognition

A curated list of long-tailed recognition resources.

✭ 456

imbalanced-learning long-tailed-recognition

well-classified-examples-are-underestimated

Code for the AAAI 2022 publication "Well-classified Examples are Underestimated in Classification with Deep Neural Networks"

✭ 21

Jupyter Notebook python shell Cuda C++cython deep-learning transformer classification image-classification imbalanced-learning adversarial-attacks cross-entropy-loss graph-neural-networks ood-detection

imbalanced-regression

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

✭ 425

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

Class-Imbalance

《机器学习之类别不平衡问题》文章代码

✭ 37

Jupyter Notebook imbalanced-learning

mesa

NeurIPS’20 | Build powerful ensemble class-imbalanced learning models via meta-knowledge-powered resampler. | 设计元知识驱动的采样器解决类别不平衡问题

✭ 88

Jupyter Notebook python ensemble class-imbalance ensemble-model imbalanced-data mesa imbalanced-learning ensemble-machine-learning imbalance-classification meta-learning-algorithms imbalanced-learn meta-sampler meta-training

machine-learning-imbalanced-data

Code repository for the online course Machine Learning with Imbalanced Data

✭ 94

Jupyter Notebook data-science machine-learning imbalanced-data imbalanced-learning imbalanced-classification

Parametric-Contrastive-Learning

Parametric Contrastive Learning (ICCV2021)

✭ 155

python Jupyter Notebook shell Dockerfile Batchfile Makefile pytorch supervised-learning imagenet image-classification class-imbalance imbalanced-data imbalanced-learning contrastive-learning supervised-contrastive-learning long-tailed-recognition iccv2021 parametric-contrastive-learning

undergraduate-dissertation

Final career project on PAC theory and imbalanced datasets

✭ 18

TeX r machine-learning imbalanced-learning pac-theory

imbalanced-ensemble

Class-imbalanced / Long-tailed ensemble learning in Python. Modular, flexible, and extensible. | 模块化、灵活、易扩展的类别不平衡/长尾机器学习库

✭ 199

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

BalancedMetaSoftmax-Classification

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

✭ 106

python imbalanced-learning imbalanced-classification

ResLT

ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)

✭ 40

python shell class-imbalance imbalanced-data imbalanced-learning long-tail imbalance-classification long-tailed-recognition

1-13 of 13 imbalanced-learning projects