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tensorflow code for IMSAT (only MNIST clustering)
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mnist
README.md
imsat_cluster.py
metrics.py

README.md

IMSAT

tensorflow code for IMSAT (only MNIST clustering)

Learning Discrete Representations via Information Maximizing Self Augmented Training

  • Code for the paper
  • (Learning-Discrete-Representations-via-Information-Maximizing-Self-Augmented-Training/)

Requirements

  • Tensorflow

Dataset

-Mnist

#Run python imsat_cluster.py

Results

accuracy: ~98%

Refer to the chainer implementation

https://github.com/musyoku/IMSAT

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