vae-vampprior

Tensorflow implementation of the VAE with VampPrior paper (https://arxiv.org/abs/1705.07120) for the Machine Learning, Advanced Course at KTH

The model can be trained and used on 3 different datasets:

Installation

Clone the repo
Install python packages (listed in the requirements.txt file)
```
pip install -r requirements.txt
```
(or alternatevily with conda)

Information about the usage can be obtained by running python main.py -h.

Here are the results obtained with stardard vae on the Frey dataset

Implemented by

More generally each of the authors influenced and contributed on each other's work.

Part of the implementation is inspired by

Distributed under the MIT License. See LICENSE for more information.