Merge pull request #2309 from pycaret/bump_to_2.3.7

CHANGELOG.md

@@ -2,6 +2,24 @@
 All notable changes to this project will be documented in this file.
 <br/><br/>
 
+#### Release: PyCaret 2.3.7 | Release Date: March 20th, 2022 (NEW FEATURES, BUG FIXES)
+- Fugue integration - thanks to @goodwanghan (https://github.com/pycaret/pycaret/pull/2035)
+- Added W&B experiment logger - thanks to @AyushExel (https://github.com/pycaret/pycaret/pull/2231)
+- Fixed `check_fairness` exception when index is not and ordinal number - thanks to @reza1615 (https://github.com/pycaret/pycaret/pull/2055)
+- Unsupported characters in dataframes are now replaced - thanks to @reza1615 (https://github.com/pycaret/pycaret/pull/2058)
+- Fixed drift report with categorical columns - thanks to @reza1615 (https://github.com/pycaret/pycaret/pull/2063)
+- Added multivariable time series dataset from UCI - thanks to @reza1615 (https://github.com/pycaret/pycaret/pull/2094)
+- Fixed a UTF error during installation - thanks to @reza1615 (https://github.com/pycaret/pycaret/pull/2113)
+- MLFlow tracking API can now take in custom tags - thanks to @netoferraz (https://github.com/pycaret/pycaret/pull/1526)
+- Updated `create_api` function (https://github.com/pycaret/pycaret/pull/2146)
+- `drift_report` can now work with unseen data - thanks to @reza1615 (https://github.com/pycaret/pycaret/pull/2183)
+- Added Japanese tutorial - thanks to @hanaseleb (https://github.com/pycaret/pycaret/pull/2215)
+- Added Traffic and Drugs Related Violations dataset and example - thanks to @HaithemH (https://github.com/pycaret/pycaret/pull/2191)
+- Train score can now be returned from various supervised learning functions (`return_train_score=True`). Passing an unseen dataset with the label column to `predict_model` will now calculate the metrics for that dataset - thanks to @levelalphaone (https://github.com/pycaret/pycaret/pull/2237)
+- Fixed spelling mistakes in function docstrings - thanks to @aadarshsingh191198 (https://github.com/pycaret/pycaret/pull/2269)
+- Pinned `numba<0.55` (https://github.com/pycaret/pycaret/pull/2056)
+<br/><br/><br/>
+
 #### Release: PyCaret 2.3.6 | Release Date: January 12th, 2022 (NEW FEATURES, BUG FIXES)
 - Added new function `create_app` (https://github.com/pycaret/pycaret/pull/2044)
 - Refactored `optimize_threshold` function (https://github.com/pycaret/pycaret/pull/2041)

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 2.3.6 out now!** [Check out the release notes here](https://github.com/pycaret/pycaret/releases).
+:rocket: **Version 2.3.7 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_ = "2.3.6"
-nightly_version_ = "2.3.6"
+version_ = "2.3.7"
+nightly_version_ = "2.3.7"
 
 __version__ = version_
 

setup.py

@@ -21,7 +21,7 @@ def readme():
 
 setup(
     name="pycaret",
-    version="2.3.6",
+    version="2.3.7",
     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 = "2.3.6"
+nightly_version = "2.3.7"
 
 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"