Merge pull request #210 from guillermo-navas-palencia/develop

Develop
guillermo-navas-palencia · Nov 6, 2022 · cccdf06 · cccdf06
2 parents ceccfce + a1c0758
commit cccdf06
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diff --git a/README.rst b/README.rst
@@ -227,7 +227,7 @@ Print overview information about the options settings, problem statistics, and t
 
 .. code-block:: text
 
-   optbinning (Version 0.16.0)
+   optbinning (Version 0.17.0)
    Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0
 
      Begin options
@@ -395,7 +395,7 @@ and the number of selected variables after the binning process.
 
 .. code-block:: text
 
-   optbinning (Version 0.16.0)
+   optbinning (Version 0.17.0)
    Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0
 
      Begin options

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 = '0.16.1'
+version = '0.17.0'
 # The full version, including alpha/beta/rc tags
-release = '0.16.1'
+release = '0.17.0'
 
 
 # -- General configuration ---------------------------------------------------

diff --git a/doc/source/release_notes.rst b/doc/source/release_notes.rst
@@ -1,12 +1,27 @@
 Release Notes
 =============
 
-Version 0.16.1 (2022-11-28)
+Version 0.17.1 (2022-11-06)
 ---------------------------
 
 New features:
 
-   - Outlier detector``YQuantileDetector`` for continuous target (`Issue 203 <https://github.com/guillermo-navas-palencia/optbinning/issues/203>`_).
+   - Optimize formulation of minimum difference constraints for all optimal binning classes and support these constraints regardless of the monotonic trend (`Issue 201 <https://github.com/guillermo-navas-palencia/optbinning/issues/201>`_).
+
+   - Implementation of sample weight for ``ContinuousOptimalBinning`` (`Issue 131 <https://github.com/guillermo-navas-palencia/optbinning/issues/131>`_).
+
+
+Bugfixes:
+
+   - Fix ``ContinuousOptimalBinning`` prebinning step when no prebinning splits were generated (`Issue 205 <https://github.com/guillermo-navas-palencia/optbinning/issues/205>`_).
+
+
+Version 0.16.1 (2022-10-28)
+---------------------------
+
+New features:
+
+   - Outlier detector ``YQuantileDetector`` for continuous target (`Issue 203 <https://github.com/guillermo-navas-palencia/optbinning/issues/203>`_).
 
 Improvements
 

diff --git a/doc/source/tutorials/tutorial_binary.ipynb b/doc/source/tutorials/tutorial_binary.ipynb
@@ -1135,7 +1135,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : mean radius                     \n",
@@ -1166,7 +1166,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : mean radius                     \n",
@@ -1213,7 +1213,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Begin options\n",
@@ -2091,7 +2091,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : mean texture                    \n",
@@ -2373,7 +2373,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : NAME_INCOME_TYPE                \n",
@@ -2564,7 +2564,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : AverageMInFile                  \n",

diff --git a/doc/source/tutorials/tutorial_binary_large_scale.ipynb b/doc/source/tutorials/tutorial_binary_large_scale.ipynb
@@ -134,7 +134,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : REGION_POPULATION_RELATIVE      \n",
@@ -309,7 +309,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : REGION_POPULATION_RELATIVE      \n",

diff --git a/doc/source/tutorials/tutorial_binary_localsolver.ipynb b/doc/source/tutorials/tutorial_binary_localsolver.ipynb
@@ -272,7 +272,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : REGION_POPULATION_RELATIVE      \n",
@@ -398,7 +398,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : REGION_POPULATION_RELATIVE      \n",
@@ -499,7 +499,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : REGION_POPULATION_RELATIVE      \n",
@@ -589,7 +589,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "The current solution is IV = 0.03514331, compared to the LocalSolver solver solution 0.03776231. Let us increase the time limit to 200 seconds."
+    "The current solution is IV = 0.03737164, compared to the LocalSolver solver solution 0.03776231. Let us increase the time limit to 200 seconds."
    ]
   },
   {
@@ -669,7 +669,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : REGION_POPULATION_RELATIVE      \n",

diff --git a/doc/source/tutorials/tutorial_binary_under_uncertainty.ipynb b/doc/source/tutorials/tutorial_binary_under_uncertainty.ipynb
@@ -303,7 +303,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Begin options\n",

diff --git a/doc/source/tutorials/tutorial_binning_2d.ipynb b/doc/source/tutorials/tutorial_binning_2d.ipynb
@@ -1192,7 +1192,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Begin options\n",
@@ -2606,7 +2606,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : ExternalRiskEstimate-AverageMInFile\n",
@@ -2681,7 +2681,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : ExternalRiskEstimate-AverageMInFile\n",
@@ -3065,7 +3065,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : ExternalRiskEstimate-AverageMInFile\n",
@@ -3481,7 +3481,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : ExternalRiskEstimate-AverageMInFile\n",
@@ -3558,7 +3558,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : ExternalRiskEstimate-AverageMInFile\n",
@@ -3950,7 +3950,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : ExternalRiskEstimate-AverageMInFile\n",

diff --git a/doc/source/tutorials/tutorial_binning_process_FICO_xAI.ipynb b/doc/source/tutorials/tutorial_binning_process_FICO_xAI.ipynb
@@ -463,7 +463,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Begin options\n",

diff --git a/doc/source/tutorials/tutorial_binning_process_sklearn_pipeline.ipynb b/doc/source/tutorials/tutorial_binning_process_sklearn_pipeline.ipynb
@@ -204,7 +204,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Statistics\n",

diff --git a/doc/source/tutorials/tutorial_binning_process_telco_churn.ipynb b/doc/source/tutorials/tutorial_binning_process_telco_churn.ipynb
@@ -402,7 +402,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Begin options\n",

diff --git a/doc/source/tutorials/tutorial_continuous.ipynb b/doc/source/tutorials/tutorial_continuous.ipynb
@@ -1022,7 +1022,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Name    : INDUS                           \n",

diff --git a/doc/source/tutorials/tutorial_counterfactual_binary_target.ipynb b/doc/source/tutorials/tutorial_counterfactual_binary_target.ipynb
@@ -303,7 +303,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Begin options\n",
@@ -751,7 +751,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Status  : OPTIMAL                         \n",
@@ -871,7 +871,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Status  : OPTIMAL                         \n",
@@ -990,7 +990,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Status  : OPTIMAL                         \n",
@@ -1111,7 +1111,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Status  : OPTIMAL                         \n",
@@ -1294,7 +1294,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Status  : FEASIBLE                        \n",
@@ -1450,7 +1450,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Status  : OPTIMAL                         \n",
@@ -1606,7 +1606,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Status  : OPTIMAL                         \n",
@@ -1893,7 +1893,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Status  : OPTIMAL                         \n",
@@ -2030,7 +2030,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Status  : OPTIMAL                         \n",
@@ -2169,7 +2169,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Status  : OPTIMAL                         \n",

diff --git a/doc/source/tutorials/tutorial_counterfactual_continuous_target.ipynb b/doc/source/tutorials/tutorial_counterfactual_continuous_target.ipynb
@@ -348,7 +348,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "optbinning (Version 0.16.0)\n",
+      "optbinning (Version 0.17.0)\n",
       "Copyright (c) 2019-2022 Guillermo Navas-Palencia, Apache License 2.0\n",
       "\n",
       "  Status  : OPTIMAL                         \n",