Merge pull request #104 from marty1885/master

Finalize Sphinx docs

Author: marty1885

docs/images/logov1_white.png

@@ -39,5 +39,5 @@ print(t)
 """
 ```
 
-## Python binding
+## PyEtaler
 The offical Python binding - [PyEtaler](https://guthub.com/etaler/pyetaler) in currently work in progress. But we recomment using ROOT to bind from Python before PyEtaler leaves WIP.

docs/source/PythonBindings.md

@@ -33,7 +33,7 @@ Otherwise, loading the library can be simplifed:
 [cling]$ #include <Etaler/Etaler.hpp>
 ```
 
-The same solution works with ROOT too! By default ROOT is compiled with C++11 only. You'll need to compile your own version of ROOT with C++17 enabled (by using `cmake -Dcxx17=ON`). Or you'll need to down load a version with C++17 enabled. Like the one in [Arch Linux's repo](https://www.archlinux.org/packages/community/x86_64/root/)
+The same solution works with ROOT too! By default ROOT is compiled with C++11 only. You'll need to compile your own version of ROOT with C++17 enabled (by using `cmake -Dcxx17=ON`). Or you'll need to download a version with C++17 enabled. Like the one in [Arch Linux's repo](https://www.archlinux.org/packages/community/x86_64/root/)
 ```c++
 > root
    ------------------------------------------------------------

docs/source/UsingWithClingROOT.md

@@ -36,4 +36,5 @@ def setup(app):
 pygments_style = 'sphinx'
 todo_include_todos = False
 htmlhelp_basename = 'etalerdoc'
+html_logo = '../images/logov1_white.png'
 

docs/source/conf.py

@@ -6,18 +6,18 @@
 Welcome to Etaler's documentation!
 ==================================
 
-`Etaler`_ in an high-performance implementation of `Numenta`_'s HTM algorithms in C++.
+Etaler in an high-performance implementation of Numenta's HTM algorithms in C++.
 It is diesigned to be used in real world applications and research projects.
 
 Etaler provides:
 
 * HTM algorithms with modern API
 * A minimal cross-platform (CPU, GPU, etc..) Tensor implementation
 
-Etaker requires a modern C++ compiler supporting C++17. The following C++ compilers are supported
+Etaler requires a modern C++ compiler supporting C++17. The following C++ compilers are supported
 
 * On Windows, Visual C++2019 or better
-* On *nix systems, GCC 8.2 or a recent version of clang
+* On Unix systems, GCC 8.2 or a recent version of clang
 
 Licensing
 ==================================
@@ -36,7 +36,7 @@ Be aware that Numenta holds the rights to HTM related patents. And only allows f
 
 .. toctree::
    :maxdepth: 2
-   :caption: USAGE:
+   :caption: USAGE
 
    Introduction
    Tensor
@@ -61,5 +61,5 @@ Indices and tables
 * :ref:`modindex`
 * :ref:`search`
 
-.. _Etaler:: https://github.com/etaler/Etaler
-.. _Numenta:: https://numenta.com/
+.. _Etaler: https://github.com/etaler/Etaler
+.. _Numenta: https://numenta.com/