Bump version to 2.3.5, update changelog

CHANGELOG.md

@@ -2,6 +2,21 @@
 All notable changes to this project will be documented in this file.
 <br/><br/>
 
+#### Release: PyCaret 2.3.5 | Release Date: November 19th, 2021 (NEW FEATURES, BUG FIXES)
+- Fixed an issue where `Fix_multicollinearity` would fail if the target was a float (https://github.com/pycaret/pycaret/pull/1640)
+- MLFlow runs are now nested - thanks to @jfagn (https://github.com/pycaret/pycaret/pull/1660)
+- Fixed a typo in REG102 tutorial - thanks to @bobo-jamson (https://github.com/pycaret/pycaret/pull/1684)
+- Fixed `interpret_model` not always respecting `save_path` (https://github.com/pycaret/pycaret/pull/1707)
+- Fixed certain plots not being logged by MLFlow (https://github.com/pycaret/pycaret/pull/1769)
+- Added dummy models to set a baseline in `compare_models` - thanks to @reza1615 (https://github.com/pycaret/pycaret/pull/1739)
+- Improved error message if a column specified in `ignore_features` doesn't exist in the dataset - thanks to @reza1615 (https://github.com/pycaret/pycaret/pull/1793)
+- Added an ability to set a custom probability threshold for binary classification through the `probability_threshold` argument in various methods (https://github.com/pycaret/pycaret/pull/1858)
+- Separated internal CV from validation CV for `stack_models` and `calibrate_models` (https://github.com/pycaret/pycaret/pull/1849, https://github.com/pycaret/pycaret/pull/1858)
+- A `RuntimeError` will now be raised if an incorrect version of `scikit-learn` is installed (https://github.com/pycaret/pycaret/pull/1870)
+- Improved readme, documentation and repository structure
+- Unpinned `numba` (https://github.com/pycaret/pycaret/pull/1735)
+<br/><br/><br/>
+
 #### Release: PyCaret 2.3.4 | Release Date: September 23rd, 2021 (NEW FEATURES, BUG FIXES)
 - Added `get_leaderboard` function for classification and regression modules
 - It is now possible to specify the plot save path with the save argument of `plot_model` and `interpret_model` - thanks to @bhanuteja2001 (https://github.com/pycaret/pycaret/pull/1537)
@@ -12,7 +27,7 @@ All notable changes to this project will be documented in this file.
 - Fixed a "Target Missing" issue with "Remove Multicolinearity" option (https://github.com/pycaret/pycaret/pull/1508)
 - `errors="ignore"` parameter for `compare_models` now correctly ignores errors during full fit (https://github.com/pycaret/pycaret/pull/1510)
 - Fixed certain data types being incorrectly encoded as int64 during setup (https://github.com/pycaret/pycaret/pull/1515)
-- `Pinned numba<0.54` (https://github.com/pycaret/pycaret/pull/1530)
+- Pinned `numba<0.54` (https://github.com/pycaret/pycaret/pull/1530)
 <br/><br/><br/>
 
 #### Release: PyCaret 2.3.3 | Release Date: July 24th, 2021 (NEW FEATURES, BUG FIXES)

README.md

@@ -3,7 +3,7 @@
 <img src="docs/images/logo.png" alt="drawing" width="200"/>
 
 **An open-source, low-code machine learning library in Python** </br>
-:rocket: **Version 2.3.4 out now!** [Check out the release notes here](https://github.com/pycaret/pycaret/releases).
+:rocket: **Version 2.3.5 out now!** [Check out the release notes here](https://github.com/pycaret/pycaret/releases).
 
 <p align="center">
   <a href="https://www.pycaret.org">Official</a> •

pycaret/utils.py

@@ -5,8 +5,8 @@
 import pandas as pd
 import functools
 
-version_ = "2.3.4"
-nightly_version_ = "2.3.4"
+version_ = "2.3.5"
+nightly_version_ = "2.3.5"
 
 __version__ = version_
 

setup.py

@@ -21,7 +21,7 @@ def readme():
 
 setup(
     name="pycaret",
-    version="2.3.4",
+    version="2.3.5",
     description="PyCaret - An open source, low-code machine learning library in Python.",
     long_description=readme(),
     long_description_content_type="text/markdown",

setup_nightly.py

@@ -4,7 +4,7 @@
 from setuptools import setup, find_packages
 import time
 
-nightly_version = "2.3.4"
+nightly_version = "2.3.5"
 
 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"