Autoencoders

Simple implementations of different basic autoencoder schemes

Types

• Basic Autoencoder (AE)
• Denoising Autoencoder (DAE)
• Variational Autoencoder (VAE)
• Disentangled Variational Autoencoder (ß-VAE)

Dependencies

PyTorch, Numpy, Visdom

Usage

Training can be started simply by navigating to a folder and running python train.py.

A visdom server must be running locally prior to starting training. Run visdom command in a separate terminal window to do so.