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Minor fixes in changelog.

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fabianp committed Feb 28, 2011
1 parent f5abc1d commit d10f47cd9717e5c2eec4c041190480739cf2c69d
Showing with 13 additions and 12 deletions.
  1. +13 −12 doc/whats_new.rst
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@@ -25,7 +25,7 @@ Changelog
- Better handling of collinearity and early stopping in
:func:`linear_model.lars_path` [`Alexandre Gramfort`_ and `Fabian
- Pedregosa`_ ].
+ Pedregosa`_].
- Fixes for liblinear ordering of labels and sign of coefficients
[Dan Yamins, Paolo Losi, `Mathieu Blondel`_ and `Fabian Pedregosa`_ ].
@@ -34,33 +34,34 @@ Changelog
high-dimensional spaces [`Fabian Pedregosa`_ ].
- Performance improvements for :class:`cluster.KMeans` [`Gael
- Varoquaux`_ and `James Bergstra`_ ].
+ Varoquaux`_ and `James Bergstra`_].
- - Sanity checks for SVM-based classes [`Mathieu Blondel`_ ].
+ - Sanity checks for SVM-based classes [`Mathieu Blondel`_].
- Refactoring of :class:`neighbors.NeighborsClassifier` and
:func:`neighbors.kneighbors_graph`: added different algorithms for
the k-Nearest Neighbor Search and implemented a more stable
- algorithm for finding barycenter weigths [`Fabian Pedregosa`_ ].
+ algorithm for finding barycenter weigths [`Fabian Pedregosa`_].
- - Documentation improvements: Added
- :class:`pca.RandomizedPCA`. :class:`linear_model.LogisticRegression`. Also
- added references of matrices used for clustering and other fixes
- [`Gael Varoquaux`_, `Fabian Pedregosa`_, `Mathieu Blondel`_,
- `Olivier Grisel`_, Virgile Fritsch , Emmanuelle Gouillart ]
+ - Documentation improvements: Added :class:`pca.RandomizedPCA` and
+ :class:`linear_model.LogisticRegression` to the class
+ reference. Also added references of matrices used for clustering
+ and other fixes [`Gael Varoquaux`_, `Fabian Pedregosa`_, `Mathieu
+ Blondel`_, `Olivier Grisel`_, Virgile Fritsch , Emmanuelle
+ Gouillart]
- Binded decision_function in classes that make use of liblinear_,
dense and sparse variants, like :class:`svm.LinearSVC` or
- :class:`linear_model.LogisticRegression` [`Fabian Pedregosa`_ ].
+ :class:`linear_model.LogisticRegression` [`Fabian Pedregosa`_].
- Performance and API improvements to
:func:`metrics.euclidian_distances` and to
- :class:`pca.RandomizedPCA` [`James Bergstra`_ ]
+ :class:`pca.RandomizedPCA` [`James Bergstra`_].
- Fix compilation issues under NetBSD [Kamel Ibn Hassen Derouiche]
- Allow input sequences of different lengths in :class:`hmm.GaussianHMM`
- [`Ron Weiss`_ ]
+ [`Ron Weiss`_].
- Fix bug in affinity propagation caused by incorrect indexing [mxf]

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