Awesome
hvae-nips
This Code to reproduce the experiments in the Hamiltonian Variational Auto-Encoder (HVAE) paper (available here).
This paper appeared in the proceedings of the 2018 conference on Neural Information Processing Systems (NeurIPS).
Structure
The code is structured into two separate directories:
gaussian
for the Gaussian examplemnist
for the MNIST example
Requirements
All tests work with Python 3.5.x and 3.6.x (Python 2 functionality not guaranteed). The tests use tensorflow
, and have been tested with versions 1.3 and 1.8. Other main requirements include numpy
, matplotlib
, and scipy
.