Update README.md

I added the ReadMe to showcase what the project is all about.

Author: DylanSnyder31

README.md

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-# Machine-Learning-Chess
-[INSERT]
+# GUI Chess Game
+
+This is a fully functional GUI implementation of the game Chess, in Python.
+
+## Motivation
+
+My motivation behind this project was to create a Machine Learning Agent that plays chess at a superhuman level. I will be using this engine to make that project a reality.
+
+## Screenshots
+
+#### The board in a starting position:
+<img src="https://user-images.githubusercontent.com/34556399/42402221-66416c8e-8147-11e8-809d-33c1f81cae7b.png" alt="starting" width="400px"/>
+
+#### The board when choosing the piece to promote a pawn into:
+<img src="https://user-images.githubusercontent.com/34556399/42402213-5e379874-8147-11e8-8b5f-30f360145603.png" alt="promotion" width="400px"/>
+
+## Prerequisites
+
+* Kivy
+```
+$ sudo apt-get install python3-kivy
+```
+
+## How to Run
+
+Run:
+```
+python3 main.py
+```
+
+## How to Use
+
+* To move the pieces just click the desired piece and release in the desired square 
+* To castle move the king in the correct location and the rook will move on it's own 
+* To promote a pawn, once the popup of the four pieces appear click on the desired piece and everything will change for you!
+
+## License
+
+MIT © Dylan Snyder