deep-kexpfam

This repo has the code for the paper:

Learning deep kernels for exponential family densities
by Li Wenliang*, Danica J. Sutherland*, Heiko Strathmann and Arthur Gretton

To install and run

1. clone the repo
2. inside the repo run pip install -r requirements.txt
3. usage is in training_demo.ipynb notebook
4. MoG.ipynb reproduces the mixture of Gaussian example in Figure 1.

The code uses TensorFlow 1.4, with CUDA 8.0 and cuDNN 6.0