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175

1.1k

mit

44

XAI - An eXplainability toolbox for machine learning

ai ml xai bias imbalance evaluation upsampling xai-library downsampling explainability explainable-ai explainable-ml bias-evaluation interpretability machine-learning feature-importance artificial-intelligence machine-learning-explainability

Created 2019-01-11

91 commits to master branch, last one 3 years ago

imbalanced-regression YyzHarry

131

832

mit

19

[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

multi-domain-imbalance YyzHarry

15

129

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

Federated-Learning-PyTorch c-gabri

14

69

gpl-3.0

2

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...

sgd fedir fedvc fedavg fedsgd fedavgm fedprox non-iid pytorch imbalance heterogeneity classification federated-learning

Created 2022-01-05

204 commits to master branch, last one 2 years ago