imbalance topic

List imbalance repositories

imbalanced-regression

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

xai

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XAI - An eXplainability toolbox for machine learning

multi-domain-imbalance

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

Federated-Learning-PyTorch

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PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visual classification. Client distributions are synthesized with arb...

Advanced-ML-techniques

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This repo contains implementation of advanced ML techniques. Includes model ensembles, cost-sensitive learning and dealing with class imbalance.