diff --git a/docs.html b/docs.html
index 44027303..04f57a56 100644
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+++ b/docs.html
@@ -10501,7 +10501,6 @@ See also:
 <li><a href="#stats_fns">statistics functions</a>
 <li><a href="#running_stat">running_stat</a> - class for running statistics of scalars</li>
 <li><a href="#running_stat_vec">running_stat_vec</a> - class for running statistics of vectors</li>
-<li><a href="http://ensmallen.org">ensmallen</a> - library for finding minimum of arbitrary function</li>
 </ul>
 </li>
 <br>
@@ -13800,6 +13799,7 @@ See also:
 <li><a href="https://en.wikipedia.org/wiki/Definiteness_of_a_matrix">definiteness of a matrix in Wikipedia</a></li>
 <li><a href="https://mathworld.wolfram.com/PositiveDefiniteMatrix.html">positive definite matrix in MathWorld</a></li>
 <li><a href="https://en.wikipedia.org/wiki/Iterative_refinement">iterative refinement</a></li>
+<li><a href="https://ensmallen.org">ensmallen</a> - library for solving arbitrary optimisation problems</li>
 </ul>
 </li>
 <br>