X-Git-Url: https://www.fleuret.org/cgi-bin/gitweb/gitweb.cgi?p=pysvrt.git;a=blobdiff_plain;f=README.md;h=a4ea4fd956284572b20fdc650a9023021687a13b;hp=85e7df60d2d8cd78f2b793c26fc9163c810ed457;hb=HEAD;hpb=838ded8648c0d870a3645ed49b2e9b86ffeb141d

diff --git a/README.md b/README.md
index 85e7df6..a4ea4fd 100644
--- a/README.md
+++ b/README.md
@@ -1,8 +1,8 @@
 # Introduction #
 
-This is a port of the Synthetic Visual Reasoning Test problems to the
-pytorch framework, with an implementation of two convolutional
-networks to solve them.
+This is a wrapper for [`PyTorch`](http://pytorch.org) for the
+[`Synthetic Visual Reasoning Test,`](https://fleuret.org/git/svrt)
+with an implementation of two convolutional networks to solve them.
 
 # Installation and test #
 
@@ -44,7 +44,7 @@ labels).
 
 ## Low-level functions ##
 
-The main function for genering vignettes is
+The main function for generating vignettes is
 
 ```
 torch.ByteTensor svrt.generate_vignettes(int problem_number, torch.LongTensor labels)