Examples for darkon
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cifar10-resnet
gradcam
mnist-cnn
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README.md

README.md

darkon-examples

Examples and use cases for darkon

Install python package

pip install darkon

darkon.Influence

mnist, cnn

Influence score calculation example It first trains CNN model for MNIST data, and calculate influence score to find most helpful and harmful training samples. Then, retrain the model after removing 100 most helpful training samples and 100 most harmful training samples, respectively.

cifar10, resnet

darkon.Gradcam

ImageNet, resnet

Sentence polarity dataset, Text sentiment classification by CNN