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Minotaur Data

This repo contains some data-based stuff for the Minotaur project.

There's ~200k games downloaded from BGA in data/bga-games-info.json. The various directories contain various ways of manipulating them.

Install

Create a virtualenv or something. This might be non-standard. I can't Python.

virtualenv -p /usr/bin/python3.5 env
source env/bin/activate

Then install everything:

pip install -r requirements.txt

Scrape

This has been done already (see the scrape dir). The results are in /home/vita/data/prog/minotaur-data.

Analysis

There's a jupyter notebook analysing the data. Run jupyter notebook and navigate to analysis/Quoridor-BGA-stats.ipynb.

Munch

Before training anything, the data needs to be munched. Cd to munch and run bash process_games.sh.

NN

Here be dragons.

Server

Run python run_server.py to cerwate a http interface for the quoridor nn.

About

Data analysis and residual neural network to play Quoridor

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