keras-mnist-VAE
Variational AutoEncoder on the MNIST data set using the keras API
Dependencies
- keras
- tensorflow
- numpy
- scipy
- matplotlib
Results
- Distribution of labeled data
- Learned MNIST manifold (2-D latent space)
Reference
- Auto-Encoding Variational Bayes (paper): https://arxiv.org/abs/1312.6114
- Building Autoencoders in Keras (document): https://blog.keras.io/building-autoencoders-in-keras.html
- hwalsuklee/tensorflow-mnist-VAE (github): https://github.com/hwalsuklee/tensorflow-mnist-VAE/