From 9d07758ad9a6616683bc2b16b5b88cb22788d7f8 Mon Sep 17 00:00:00 2001
From: Fabian Pedregosa <fabian.pedregosa@inria.fr>
Date: Mon, 28 Feb 2011 18:32:44 +0100
Subject: [PATCH] More fixes for the changelog.

---
 doc/whats_new.rst | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/doc/whats_new.rst b/doc/whats_new.rst
index 2631553aa4..1a8143e4c0 100644
--- a/doc/whats_new.rst
+++ b/doc/whats_new.rst
@@ -21,17 +21,17 @@ Changelog
     Schlüter].
 
   - Implementation of efficient leave-one-out cross-validated Ridge in
-    :class:`linear_model.RidgeCV` [`Mathieu Blondel`_ ]
+    :class:`linear_model.RidgeCV` [`Mathieu Blondel`_]
 
   - Better handling of collinearity and early stopping in
     :func:`linear_model.lars_path` [`Alexandre Gramfort`_ and `Fabian
     Pedregosa`_].
 
   - Fixes for liblinear ordering of labels and sign of coefficients
-    [Dan Yamins, Paolo Losi, `Mathieu Blondel`_ and `Fabian Pedregosa`_ ].
+    [Dan Yamins, Paolo Losi, `Mathieu Blondel`_ and `Fabian Pedregosa`_].
 
   - Performance improvements for Nearest Neighbors algorithm in
-    high-dimensional spaces [`Fabian Pedregosa`_ ].
+    high-dimensional spaces [`Fabian Pedregosa`_].
 
   - Performance improvements for :class:`cluster.KMeans` [`Gael
     Varoquaux`_ and `James Bergstra`_].
@@ -55,7 +55,7 @@ Changelog
     :class:`linear_model.LogisticRegression` [`Fabian Pedregosa`_].
 
   - Performance and API improvements to
-    :func:`metrics.euclidian_distances` and to
+    :func:`metrics.euclidean_distances` and to
     :class:`pca.RandomizedPCA` [`James Bergstra`_].
 
   - Fix compilation issues under NetBSD [Kamel Ibn Hassen Derouiche]
-- 
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