rakitinden / renju

This is a repository for Renju project and some other fun with ML

Renju Project

Made by Rakitin Denis, student of the Faculty of Computer Science of HSE. Group 162.

This is a repository for educational project called "Renju" (in fact, it's more about Gomoku), which aim is to build a model that would play 5-in-a-row on a high level.

Initially, as it was a "course work-like" project, we had to go deeper in machine learning. Educational tasks can be found at a folder "Labs".

Scripts used for training models can be found in IPython notebook train.ipynb. Data, used for training models, can be found here.

Prerequisites

1. UNIX-like OS. Program was launched only in Ubutnu 14 and 16 environment
2. Python 3.5 interpreter

Instruction

Firstly, install pip3. Using pip3, install following modules:

1. NumPy, TKinter
2. Tensorflow 1.8.0, Keras 2.1.6 and H5py

Download folder "Renju". Launch command ./play.py

Special

Of course, this all could not happen without our mentor Denis Simagin, that did a great work, and made our time spent for project not just useful, but really interesting.