The book "Deep Learning and the game of Go" from Manning walks you through the process of building an AlphaGo clone using python and standard machine learning libraries.

https://github.com/maxpumperla/deep_learning_and_the_game_of...

Play a demo Go bot developed in the book here: https://www.badukai.com/demos/static/play_predict_19.html