diff --git a/README.md b/README.md
index 8dd797a9ab..8646f8d209 100644
--- a/README.md
+++ b/README.md
@@ -23,7 +23,7 @@ src="https://cdn.rawgit.com/mlpack/mlpack.org/e7d36ed8/mlpack-black.svg" style="
 <p align="center">
   <em>
     Download:
-    <a href="https://www.mlpack.org/files/mlpack-3.2.1.tar.gz">current stable version (3 2.1)</a>
+    <a href="https://www.mlpack.org/files/mlpack-3.2.2.tar.gz">current stable version (3.2.2)</a>
   </em>
 </p>