/Variational-Autoencoder

Implement VAE by Tensorflow

Primary LanguageJupyter Notebook

Variational Autoencoder

Implement Auto-Encoding Variational Bayes, you can see more detial in the paper

Setting

  • Tensorflow 0.11
  • MNIST Dataset
  • Run main.py to train model

Result

  • z_dim = 2
  • Test on 5000 examples of MNIST Test Dataset
  • epoch = 100, minibatch = 100

VAE_mnist_test