GitHub actions

.github/workflows/main_py310.yml

@@ -1,4 +1,4 @@
-name: Python 3.10 Testing PyGAD using PyTest
+name: PyGAD PyTest / Python 3.10
 
 on:
   push:

.github/workflows/main_py311.yml

@@ -1,4 +1,4 @@
-name: Python 3.11 Testing PyGAD using PyTest
+name: PyGAD PyTest / Python 3.11
 
 on:
   push:

.github/workflows/main_py312.yml

@@ -0,0 +1,45 @@
+name: PyGAD PyTest / Python 3.12
+
+# Cannot install packages in Python 3.12.
+# The reason is that we use pip for installing packages.
+# pip uses setuptools for the installation.
+# setuptools depends on distutils.
+# But Python 3.12 does not support distutils.
+# Let's wait until setuptools changes its dependencies.
+
+# on:
+#   push:
+#     branches:
+      # - github-actions
+      # - master
+on: workflow_dispatch
+
+jobs:
+  job_id_1:
+    runs-on: ubuntu-latest
+    name: PyTest Workflow Job
+
+    steps:
+      - name: Checkout Pre-Built Action
+        uses: actions/checkout@v3
+
+      - name: Setup Python 3.12
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.12.0-beta.2' 
+
+      - name: Build PyGAD from the Repository
+        run: |
+          python3 -m pip install --upgrade build
+          python3 -m build
+
+      - name: Install PyGAD after Building the .whl File
+        run: |
+          find ./dist/*.whl | xargs pip install
+
+      - name: Install PyTest
+        run: pip install pytest
+
+      - name: Run the Tests by Calling PyTest
+        run: |
+          pytest

.github/workflows/main_py37.yml

@@ -1,4 +1,4 @@
-name: Python 3.7 Testing PyGAD using PyTest
+name: PyGAD PyTest / Python 3.7
 
 on:
   push:

.github/workflows/main_py38.yml

@@ -1,4 +1,4 @@
-name: Python 3.8 Testing PyGAD using PyTest
+name: PyGAD PyTest / Python 3.8
 
 on:
   push:

.github/workflows/main_py39.yml

@@ -1,4 +1,4 @@
-name: Python 3.9 Testing PyGAD using PyTest
+name: PyGAD PyTest / Python 3.9
 
 on:
   push:

README.md

@@ -21,15 +21,15 @@ The library is under active development and more features are added regularly. I
 
 # Installation
 
-To install [PyGAD](https://pypi.org/project/pygad), simply use pip to download and install the library from [PyPI](https://pypi.org/project/pygad) (Python Package Index). The library lives a PyPI at this page https://pypi.org/project/pygad.
+To install [PyGAD](https://pypi.org/project/pygad), simply use pip to download and install the library from [PyPI](https://pypi.org/project/pygad) (Python Package Index). The library is at PyPI at this page https://pypi.org/project/pygad.
 
 Install PyGAD with the following command:
 
 ```python
 pip install pygad
 ```
 
-To get started with PyGAD, please read the documentation at [Read The Docs](https://pygad.readthedocs.io) https://pygad.readthedocs.io.
+To get started with PyGAD, please read the documentation at [Read The Docs](https://pygad.readthedocs.io/) https://pygad.readthedocs.io.
 
 # PyGAD Source Code
 
@@ -146,7 +146,7 @@ on_stop()
 
 # Example
 
-Check the [PyGAD's documentation](https://pygad.readthedocs.io/en/latest/README_pygad_ReadTheDocs.html) for information about the implementation of this example.
+Check the [PyGAD's documentation](https://pygad.readthedocs.io/en/latest/pygad.html) for information about the implementation of this example.
 
 ```python
 import pygad

Tutorial Project/README.md

@@ -1,24 +1,11 @@
 # GeneticAlgorithmPython
 
-Genetic algorithm implementation in Python
-
-This folder under the project has the code built in the tutorial titled [**Genetic Algorithm Implementation in Python**](https://www.linkedin.com/pulse/genetic-algorithm-implementation-python-ahmed-gad) which is available in these links:
+This folder has the code for the tutorial titled [**Genetic Algorithm Implementation in Python**](https://www.linkedin.com/pulse/genetic-algorithm-implementation-python-ahmed-gad) which is available at these links:
 
 * https://www.linkedin.com/pulse/genetic-algorithm-implementation-python-ahmed-gad
 * https://towardsdatascience.com/genetic-algorithm-implementation-in-python-5ab67bb124a6
 * https://www.kdnuggets.com/2018/07/genetic-algorithm-implementation-python.html
 
-The `ga.py` file holds the implementation of the GA operations such as mutation and crossover. The other file gives an example of using the GA.py file.
-
-It is important to note that this project does not implement everything in GA and there are a wide number of variations to be applied. For example, this project uses decimal representation for the chromosome and the binary representations might be preferred for other problems.
-
-## For Contacting the Author
+The `ga.py` file has the implementation of the GA operations such as mutation and crossover. It is a primitive implementation of the genetic algorithm. The other file gives an example of using the ga.py file.
 
-* E-mail: ahmed.f.gad@gmail.com
-* [LinkedIn](https://www.linkedin.com/in/ahmedfgad)
-* [Amazon Author Page](https://amazon.com/author/ahmedgad)
-* [Paperspace](https://blog.paperspace.com/author/ahmed)
-* [Hearbeat](https://heartbeat.fritz.ai/@ahmedfgad)
-* [KDnuggets](https://kdnuggets.com/author/ahmed-gad)
-* [TowardsDataScience](https://towardsdatascience.com/@ahmedfgad)
-* [GitHub](https://github.com/ahmedfgad)
+It is important to note that this project does not implement everything in GA and there are a wide number of variations to be applied. For example, this project uses decimal representation for the chromosome and the binary representations might be preferred for other problems. Check [PyGAD](https://pygad.readthedocs.io/en) for extensive features.

docs/source/conf.py

@@ -18,11 +18,11 @@
 # -- Project information -----------------------------------------------------
 
 project = 'PyGAD'
-copyright = '2020, Ahmed Fawzy Gad'
+copyright = '2023, Ahmed Fawzy Gad'
 author = 'Ahmed Fawzy Gad'
 
 # The full version, including alpha/beta/rc tags
-release = '3.0.1'
+release = '3.1.0'
 
 master_doc = 'index'