Update release notes and README. Ready release 0.9.0

ttelfer · Jan 14, 2021 · c4d2cbc · c4d2cbc
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diff --git a/README.rst b/README.rst
@@ -201,8 +201,8 @@ Print overview information about the options settings, problem statistics, and t
 
 .. code-block:: text
 
-   optbinning (Version 0.8.0)
-   Copyright (c) 2019-2020 Guillermo Navas-Palencia, Apache License 2.0
+   optbinning (Version 0.9.0)
+   Copyright (c) 2019-2021 Guillermo Navas-Palencia, Apache License 2.0
 
      Begin options
        name                         mean radius   * U
@@ -309,8 +309,8 @@ and the number of selected variables after the binning process.
 
 .. code-block:: text
 
-   optbinning (Version 0.8.0)
-   Copyright (c) 2019-2020 Guillermo Navas-Palencia, Apache License 2.0
+   optbinning (Version 0.9.0)
+   Copyright (c) 2019-2021 Guillermo Navas-Palencia, Apache License 2.0
 
      Begin options
        target                            target   * U

diff --git a/doc/source/release_notes.rst b/doc/source/release_notes.rst
@@ -1,6 +1,28 @@
 Release Notes
 =============
 
+Version 0.9.0 (2021-01-14)
+--------------------------
+
+New features:
+
+   - Optimal piecewise polynomial binning.
+   - New plotting option for binning table for binary and continuous target. Parameter ``style`` allows to represent the binning plot with the actual scale, i.e., actual bin widths.
+
+Improvements:
+
+   - Improve computation of p-values and binning table analysis for ``ContinuousOptimalBinning``.
+
+Tutorials:
+
+   - Tutorial: optimal piecewise binning with binary target
+   - Tutorial: optimal piecewise binning with continuous target
+
+Bugfixes:
+
+   - Fix sample weights bug: `Issue 64 <https://github.com/guillermo-navas-palencia/optbinning/issues/64>`_
+
+
 Version 0.8.0 (2020-09-18)
 --------------------------