release 2.2.2 updates

jonasvdd · Nov 25, 2020 · f2532cf · f2532cf
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diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -1,6 +1,15 @@
 # Changelog
 All notable changes to this project will be documented in this file.
 
+#### Release: PyCaret 2.2.2 | Release Date: November 25, 2020 (SEVERAL BUGS FIX)
+- Fixed an issue with the `optimize_threshold` function the `pycaret.classification` module. It now returns a float instead of an array.
+- Fixed issue with the `predict_model` function. It now uses original data frame to append the predictions. As such any extra columns given at the time of inference are not removed when returning the predictions. Instead they are internally ignored at the time of predictions.
+- Fixed edge case exceptions for the `create_model` function in `pycaret.clustering`.
+- Fixed exceptions when column names are not string. 
+- Fixed exceptions in `pycaret.regression` when `transform_target` is True in the `setup` function.
+- Fixed an exception in the `models` function if the `type` parameter is specified. 
+<br/><br/><br/>
+
 #### Release: PyCaret 2.2.1 | Release Date: November 09, 2020 (SEVERAL BUGS FIX)
 Post-release `2.2`, the following issues have been fixed:
 - Fixed `plot_model = 'tree'` exceptions.

diff --git a/README.md b/README.md
@@ -31,6 +31,7 @@ pip install pycaret[full]
 ```
 
 ### Minor Release
+- [November 25, 2020] `2.2.2` released fixing several bugs. [Click here](https://github.com/pycaret/pycaret/releases) to see release notes.
 - [November 9, 2020] `2.2.1` released fixing several bugs. [Click here](https://github.com/pycaret/pycaret/releases) to see release notes.
 
 ## PyCaret on GPU

diff --git a/pycaret/utils.py b/pycaret/utils.py
@@ -5,8 +5,8 @@
 import numpy as np
 import pandas as pd
 
-version_ = "2.2.1"
-nightly_version_ = "2.2.1"
+version_ = "2.2.2"
+nightly_version_ = "2.2.2"
 
 __version__ = version_
 

diff --git a/setup.py b/setup.py
@@ -18,7 +18,7 @@ def readme():
 
 setup(
     name="pycaret",
-    version="2.2.1",
+    version="2.2.2",
     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 = "2.2.1"
+nightly_version = "2.2.2"
 
 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"