From 7381be8d259f39bf9d42455528e556cbf9aa07db Mon Sep 17 00:00:00 2001 From: ChunyuanLI Date: Sat, 13 Jan 2018 02:00:13 -0500 Subject: [PATCH] Update README.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index cef2905..b024558 100644 --- a/README.md +++ b/README.md @@ -1,10 +1,10 @@ # Stein Variational Gradient Descent -Tensorflow implementation of Stein Variational Gradient Descent (SVGD) +**Tensorflow implementation of Stein Variational Gradient Descent (SVGD)** SVGD is a general purpose variational inference algorithm that forms a natural counterpart of gradient descent for optimization. SVGD iteratively transports a set of particles to match with the target distribution, by applying a form of functional gradient descent that minimizes the KL divergence. Link: -For official implementation information in Matlab and Theano, please visit the authors' project website - [SVGD](http://www.cs.dartmouth.edu/~dartml/project.html?p=vgd). +for official implementation information in Matlab and Theano, please visit the authors' project website - [SVGD](http://www.cs.dartmouth.edu/~dartml/project.html?p=vgd).