search

blei-lab / edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
http://edwardlib.org
Other
4.83k stars 759 forks source link

junction tree algorithm #282

Open dustinvtran opened 8 years ago

dustinvtran commented 8 years ago

exact inference is fundamental. it also still has practical utility.

other keywords: belief propagation, sum product, elimination algorithm

michalisfrangos commented 6 years ago

Hi dustinvtran,

I was wondering whether there is any update on implementation of exact inference (belief propagation, junction tree algo) for discrete random variables since you have last opened this issue?

best, M

dustinvtran commented 6 years ago

We won't get to this in Edward, but may in Edward2 (https://github.com/tensorflow/probability) as we're working on conjugacy.