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GitHub - ufoym/imbalanced-dataset-sampler: A (PyTorch) imbalanced dataset sample...
source link: https://github.com/ufoym/imbalanced-dataset-sampler
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README.md
Imbalanced Dataset Sampler
Introduction
In this repo, we implement an easy-to-use PyTorch sampler ImbalancedDatasetSampler
that is able to
Usage
Example: Imbalanced MNIST Dataset
Distribution of classes in the imbalanced dataset:
With Imbalanced Dataset Sampler:
(left: test acc in each epoch; right: confusion matrix)
Without Imbalanced Dataset Sampler:
(left: test acc in each epoch; right: confusion matrix)
Contributing
Licensing
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