gg-blake / snake-ml

Simulating and facilitating an automated bot to play snake, training a deep learning model with a genetic learning algorithm.

SnakeMachineLearning

Simulating and facilitating an automated bot to play snake, training a deep learning model with a genetic learning algorithm. The project is currently being developed in Mojo, a new language being developed to optimize AI performance with readable syntax similar to Python.

Development Setup

Requirements

OS: Ubuntu 22.04 x86-64 (native or WSL) Software: Mojo SDK, Python 3.10, Docker (Optional) Python Dependencies: pygame, torch, termcolor

Docker Setup Guide

1. Pull the docker image to your local machine with docker pull ghcr.io/gg-blake/snake-ml-dev:latest
2. After running the container, clone the repo
3. To run the program, type mojo main.mojo
4. To build an executable, type mojo build main.mojo then to run type ./main

Pip Setup Guide

1. Install Python 3.10
2. Follow the instructions to install mojo on Modular's website
3. Set the libpython path with the command export MOJO_PYTHON_LIBRARY=$(modular config mojo.python_lib)
4. Clone the repo
5. Install the python dependencies by issuing the command pip install -r requirements.txt, or pip installing pygame, termcolor, and torch individually
6. To run the program, type mojo main.mojo
7. To build an executable, type mojo build main.mojo then to run type ./main