A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.

This is not yet a full implementation of AlphaGo. Development is being carried out on the develop branch.

We are still in early development stages. We hope to have a functional training pipeline complete by mid March, and following that we will focus on optimizations.

Using a virtual environment is recommended. If you have python 2.7 and pip installed, you can install all of the project dependencies with

pip install -r requirements.txt

To verify that this worked, try running the tests

python -m unittest discover