Merge pull request #4 from guillermo-navas-palencia/release_0.2.0

Release 0.2.0
guillermo-navas-palencia · Feb 2, 2020 · 39177c2 · 39177c2
2 parents 7067b2e + d6c20d6
commit 39177c2
Show file tree

Hide file tree

Showing 13 changed files with 1,444 additions and 23 deletions.
diff --git a/doc/source/conf.py b/doc/source/conf.py
@@ -22,9 +22,9 @@
 author = 'Guillermo Navas-Palencia'
 
 # The short X.Y version
-version = '0.1.1'
+version = '0.2.0'
 # The full version, including alpha/beta/rc tags
-release = '0.1.1'
+release = '0.2.0'
 
 
 # -- General configuration ---------------------------------------------------

diff --git a/doc/source/release_notes.rst b/doc/source/release_notes.rst
@@ -1,18 +1,38 @@
 Release Notes
 =============
 
+Version 0.2.0 (2020-02-02)
+--------------------------
+
+New additions:
+
+   - Binning process to support optimal binning of all variables in dataset.
+   - Add ``print_output`` option to ``binning_table.analysis`` method.
+   - New unit tests added.
+
+Tutorials:
+
+   - Tutorial: Binning process with Scikit-learn pipelines.
+   - Tutorial: FICO Explainable Machine Learning Challenge using binning process.   
+
+Bugfixes:
+
+   - Fix ``OptBinning.information`` print level default option.
+   - Avoid numpy.digitize if no splits.
+   - Compute Gini in ``binning_table.build`` method.
+
 
 Version 0.1.1 (2020-01-24)
 --------------------------
 
 Bugfixes:
 
-* Fix a bug in ``OptimalBinning.fit_transform`` when calling ``tranform`` internally.
-* Replace np.int by np.int64 in ``model_data.py`` functions to guarantee 64-bit integer on Windows.
-* Fix a bug in ``_chech_metric_special_missing``.
+   * Fix a bug in ``OptimalBinning.fit_transform`` when calling ``tranform`` internally.
+   * Replace np.int by np.int64 in ``model_data.py`` functions to guarantee 64-bit integer on Windows.
+   * Fix a bug in ``_chech_metric_special_missing``.
 
 
 Version 0.1.0 (2020-01-22)
 --------------------------
 
-* First release of OptBinning.
+* First release of OptBinning.
diff --git a/doc/source/tutorials.rst b/doc/source/tutorials.rst
@@ -4,10 +4,23 @@ Tutorials
 This is a guide for optbinning new users with tutorials ranging from basic
 to advanced level for each supported target type.
 
+Optimal binning tutorials
+-------------------------
+
 .. toctree::
    :maxdepth: 1
 
    tutorials/tutorial_binary
    tutorials/tutorial_binary_localsolver
    tutorials/tutorial_continuous
-   tutorials/tutorial_multiclass
+   tutorials/tutorial_multiclass
+
+
+Binning process tutorials
+-------------------------
+
+.. toctree::
+   :maxdepth: 1
+
+   tutorials/tutorial_binning_process_sklearn_pipeline
+   tutorials/tutorial_binning_process_FICO_xAI
diff --git a/doc/source/tutorials/tutorial_binary.ipynb b/doc/source/tutorials/tutorial_binary.ipynb
@@ -1089,7 +1089,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.1.0)\n",
+      "optbinning (Version 0.2.0)\n",
       "Copyright (c) 2019 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : mean radius                     \n",
@@ -1120,7 +1120,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.1.0)\n",
+      "optbinning (Version 0.2.0)\n",
       "Copyright (c) 2019 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : mean radius                     \n",
@@ -1167,7 +1167,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.1.0)\n",
+      "optbinning (Version 0.2.0)\n",
       "Copyright (c) 2019 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Begin options\n",
@@ -1983,7 +1983,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.1.0)\n",
+      "optbinning (Version 0.2.0)\n",
       "Copyright (c) 2019 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : mean texture                    \n",
@@ -2225,7 +2225,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.1.0)\n",
+      "optbinning (Version 0.2.0)\n",
       "Copyright (c) 2019 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : NAME_INCOME_TYPE                \n",
@@ -2425,7 +2425,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.1.0)\n",
+      "optbinning (Version 0.2.0)\n",
       "Copyright (c) 2019 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : AverageMInFile                  \n",

diff --git a/doc/source/tutorials/tutorial_binary_localsolver.ipynb b/doc/source/tutorials/tutorial_binary_localsolver.ipynb
@@ -215,7 +215,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.1.0)\n",
+      "optbinning (Version 0.2.0)\n",
       "Copyright (c) 2019 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : REGION_POPULATION_RELATIVE      \n",
@@ -339,7 +339,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.1.0)\n",
+      "optbinning (Version 0.2.0)\n",
       "Copyright (c) 2019 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : REGION_POPULATION_RELATIVE      \n",
@@ -438,7 +438,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.1.0)\n",
+      "optbinning (Version 0.2.0)\n",
       "Copyright (c) 2019 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : REGION_POPULATION_RELATIVE      \n",
@@ -598,7 +598,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.1.0)\n",
+      "optbinning (Version 0.2.0)\n",
       "Copyright (c) 2019 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : REGION_POPULATION_RELATIVE      \n",