Rename docs

Author: ahmedfgad

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

docs/source/index.rst

@@ -247,7 +247,7 @@ pygad Module
    :maxdepth: 4
    :caption: pygad Module TOC
 
-   pygad.rst
+   README_pygad_ReadTheDocs.rst
 
 
 
@@ -262,7 +262,7 @@ pygad.nn Module
    :maxdepth: 4
    :caption: pygad.nn Module TOC
 
-   nn.rst
+   README_pygad_nn_ReadTheDocs.rst
 
 
 
@@ -278,7 +278,7 @@ pygad.gann Module
    :maxdepth: 4
    :caption: pygad.gann Module TOC
 
-   gann.rst
+   README_pygad_gann_ReadTheDocs.rst
 
 
 
@@ -298,7 +298,7 @@ pygad.cnn Module
    :maxdepth: 4
    :caption: pygad.cnn Module TOC
 
-   cnn.rst
+   README_pygad_cnn_ReadTheDocs.rst
 
 
 
@@ -318,7 +318,7 @@ pygad.gacnn Module
    :maxdepth: 4
    :caption: pygad.gacnn Module TOC
 
-   gacnn.rst
+   README_pygad_gacnn_ReadTheDocs.rst
 
 
 
@@ -333,7 +333,7 @@ pygad.kerasga Module
    :maxdepth: 4
    :caption: pygad.kerasga Module TOC
 
-   kerasga.rst
+   README_pygad_kerasga_ReadTheDocs.rst
 
 
 
@@ -348,7 +348,7 @@ pygad.torchga Module
    :maxdepth: 4
    :caption: pygad.torchga Module TOC
 
-   torchga.rst
+   README_pygad_torchga_ReadTheDocs.rst
 
 
 
@@ -363,7 +363,7 @@ More Information
    :maxdepth: 4
    :caption: More Information
 
-   releases.rst
+   Footer.rst