diff --git a/HISTORY.md b/HISTORY.md
index 12f46fd293..7addaab4b8 100644
--- a/HISTORY.md
+++ b/HISTORY.md
@@ -1,5 +1,5 @@
-### mlpack 2.x.x
-###### 2016-??-??
+### mlpack 2.1.0
+###### 2016-10-31
   * Fixed CoverTree to properly handle single-point datasets.
 
   * Fixed a bug in CosineTree (and thus QUIC-SVD) that caused split failures for
diff --git a/README.md b/README.md
index 80b572f995..7876463594 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,7 @@ a machine learning analog to LAPACK. It aims to implement a wide array of
 machine learning methods and functions as a "swiss army knife" for machine
 learning researchers.
 
-**Download [current stable version (2.0.3)](http://www.mlpack.org/files/mlpack-2.0.3.tar.gz).**
+**Download [current stable version (2.1.0)](http://www.mlpack.org/files/mlpack-2.1.0.tar.gz).**
 
 [![Build Status](http://masterblaster.mlpack.org/job/mlpack%20-%20git%20commit%20test/badge/icon)](http://masterblaster.mlpack.org/job/mlpack%20-%20git%20commit%20test/) <a href="https://ci.appveyor.com/project/mlpack/mlpack"><img src="https://ci.appveyor.com/api/projects/status/lmbfc78wi16agx4q?svg=true" alt="Build status" height="18"></a> [![Coverage Status](https://coveralls.io/repos/github/mlpack/mlpack/badge.svg?branch=master)](https://coveralls.io/github/mlpack/mlpack?branch=master)
 
diff --git a/doc/guide/build.hpp b/doc/guide/build.hpp
index d178d8b73d..c46bb74a89 100644
--- a/doc/guide/build.hpp
+++ b/doc/guide/build.hpp
@@ -23,14 +23,14 @@ href="http://keon.io/mlpack-on-windows.html">Keon's excellent tutorial</a>.
 
 @section Download latest mlpack build
 Download latest mlpack build from here:
-<a href="http://www.mlpack.org/files/mlpack-2.0.3.tar.gz">mlpack-2.0.3</a>
+<a href="http://www.mlpack.org/files/mlpack-2.1.0.tar.gz">mlpack-2.1.0</a>
 
 @section builddir Creating Build Directory
 
 Once the mlpack source is unpacked, you should create a build directory.
 
 @code
-$ cd mlpack-2.0.3
+$ cd mlpack-2.1.0
 $ mkdir build
 @endcode