wangkua1/ais

Annealed Importance Sampling (AIS) for generative models.

Code reproducing "On the Quantitative Analysis of Decoder-Based Generative Models:

Examples

Sanity checks

Original 1-D example from old repo

cd ais
python test.py 

Old readme below

Tensorflow implementation of the paper in https://arxiv.org/abs/1611.04273. In progress.

Based on https://github.com/tonywu95/eval_gen, which is in Theano.