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Virtual adversarial training with Tensorflow

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README.md		README.md
__init__.py		__init__.py
cifar10.py		cifar10.py
cnn.py		cnn.py
dataset_utils.py		dataset_utils.py
layers.py		layers.py
svhn.py		svhn.py
test.py		test.py
train_semisup.py		train_semisup.py
vat.py		vat.py

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vat_tf

Tensorflow implementation for reproducing the semi-supervised learning results on SVHN and CIFAR-10 dataset in the paper "Virtual Adversarial Training: a Regularization Method for Supervised and Semi-Supervised Learning" http://arxiv.org/abs/1704.xxxxx