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Top 6 class-imbalance open source projects

multi-imbalance

Python package for tackling multi-class imbalance problems. http://www.cs.put.poznan.pl/mlango/publications/multiimbalance/

✭ 66

python machine-learning decomposition balancing resampling preprocessing decision-trees class-imbalance ensembles python-package smote oversampling bagging undersampling multi-class-imbalance

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

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

Addressing-Class-Imbalance-FL

This is the code for Addressing Class Imbalance in Federated Learning (AAAI-2021).

✭ 62

python machine-learning class-imbalance loss-functions federated-learning imbalance-classification neural-network-training

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

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

1-6 of 6 class-imbalance projects