Merge pull request pycaret#1431 from pycaret/2.3.2_update_prep

2.3.2 update preparations
xihuishawpy · Jul 7, 2021 · 87e3691 · 87e3691
2 parents adb0963 + f416c13
commit 87e3691
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diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -2,11 +2,23 @@
 All notable changes to this project will be documented in this file.
 <br/><br/>
 
-#### Release: PyCaret 2.3.2 | Release Date: XX XX, 2021 (SEVERAL BUGS FIXED)
-- `gain` and `lift` plot fixed in `pycaret.classification` module. Previously `y_pred` was passed instead of `y_true`. 
-- The Kolmogorov-Smirnov (or KS) plot added in the `plot_model` function under `pycaret.classification` module.
-- Partial Dependence Plot is now added in the `interpret_model` function under `pycaret.classification` and `pycaret.regression`.
-- shap value force plot for LightGBM in the `interpret_model` function was displayed as multiclass plot. Bug fixed now.
+#### Release: PyCaret 2.3.2 | Release Date: July 7th, 2021 (NEW FEATURES, BUG FIXES)
+- Implemented PDP, MSA and PFI plots in `interpret_model` - thanks to @IncubatorShokuhou (https://github.com/pycaret/pycaret/pull/1415)
+- Implemented  Kolmogorov-Smirnov (KS) plot in `plot_model` under `pycaret.classification` module
+- Fixed a typo "RVF" to "RBF" - thanks to @baturayo (https://github.com/pycaret/pycaret/pull/1220)
+- Readme & license updates and improvements
+- Fixed `remove_multicollinearity` considering categorical features
+- Fixed keyword issues with PyCaret's cuML wrappers
+- Improved performance of iterative imputation
+- Fixed `gain` and `lift` plots taking wrong arguments, creating misleading plots
+- `interpret_model` on LightGBM will now show a beeswarm plot
+- Multiple improvements to exception handling and documentation in `pycaret.persistence` (https://github.com/pycaret/pycaret/pull/1324)
+- `remove_perfect_collinearity` option will now be show in the `setup()` summary - thanks to @mjkanji (https://github.com/pycaret/pycaret/pull/1342)
+- Fixed `IterativeImputer` setting wrong float precision
+- Fixed custom grids in `tune_model` raising an exception when composed of lists
+- Improved documentation in `pycaret.clustering` - thanks to @susmitpy (https://github.com/pycaret/pycaret/pull/1372)
+- Added support for LightGBM CUDA version - thanks to @IncubatorShokuhou (https://github.com/pycaret/pycaret/pull/1396)
+- Exposed `address` in `get_data` for alternative data sources - thanks to @IncubatorShokuhou (https://github.com/pycaret/pycaret/pull/1416)
 <br/><br/><br/>
 
 #### Release: PyCaret 2.3.1 | Release Date: April 28, 2021 (SEVERAL BUGS FIXED)

diff --git a/README.md b/README.md
@@ -18,7 +18,7 @@ PyCaret is a great library which not only simplifies the machine learning tasks
 ![alt text](https://github.com/pycaret/pycaret/blob/master/pycaret2-features.png)
 
 ## Current Release
-PyCaret `2.3.1` is now available. See `2.3.1` release notes. The easiest way to install pycaret is using pip.
+PyCaret `2.3.2` is now available. See `2.3.2` release notes. The easiest way to install pycaret is using pip.
 
 ```python
 pip install pycaret

diff --git a/docs/source/index.rst b/docs/source/index.rst
@@ -22,7 +22,7 @@ A formatted version of the citation would look like this::
       title   = {PyCaret: An open source, low-code machine learning library in Python},
       year    = {2020},
       month   = {April},
-      note    = {PyCaret version 2.3.1},
+      note    = {PyCaret version 1.0.0},
       url     = {https://www.pycaret.org}
     }
 

diff --git a/pycaret/utils.py b/pycaret/utils.py
@@ -4,8 +4,8 @@
 
 import pandas as pd
 
-version_ = "2.3.1"
-nightly_version_ = "2.3.1"
+version_ = "2.3.2"
+nightly_version_ = "2.3.2"
 
 __version__ = version_
 

diff --git a/setup.py b/setup.py
@@ -18,7 +18,7 @@ def readme():
 
 setup(
     name="pycaret",
-    version="2.3.1",
+    version="2.3.2",
     description="PyCaret - An open source, low-code machine learning library in Python.",
     long_description=readme(),
     long_description_content_type="text/markdown",

diff --git a/setup_nightly.py b/setup_nightly.py
@@ -4,7 +4,7 @@
 from setuptools import setup, find_packages
 import time
 
-nightly_version = "2.3.1"
+nightly_version = "2.3.2"
 
 nightly_readme = f"This is a nightly version of the [PyCaret](https://pypi.org/project/pycaret/) library, intended as a preview of the upcoming {nightly_version} version. It may contain unstable and untested code.\n"