Deep Red is an online, real-time chess platform with options for:
- 2 player virtual play
- Player against an artificially intelligent computer
- AI vs. AI players
Deep Red is a computer that has been programmed with all the rules of chess. At any given board and game state, Deep Red is able to evaluate all available moves for a given player.
###Machine Learning / AI: Reinforcement Learning Deep Red improves its performance with game training experience from various sources:
- Seeded historical game data
- Player vs. player games completed on the platform
- AI vs. AI games completed
For addition information on Deep Red's machine learning capabilities, click here: Overview of Deep Red: Chess Master.
- Ryan Chow
- Shawn Feng
- Carlo P. Las Marias
- Jason Yu
View the project roadmap here
See CONTRIBUTING.md for contribution guidelines.
Some usage instructions
- Node 6.9.x
- Redis 3.2.x
- Postgresql 9.6.x
- etc
brew install yarn
brew install redis
brew install postgresql
Yarn is a replacement for npm. It's faster and guarantees consistency -- as you deploy your code in various environments, you won't run the risk of slight variations in what gets installed.
yarn global add grunt-cli knex eslint
IMPORTANT: ensure postgres is running before performing these steps.
Use grunt to create a new database for your development and test environments:
Development envronment: grunt pgcreatedb:default
Other environments, specify like so: NODE_ENV=test grunt pgcreatedb:default
In terminal, from the root directory:
knex migrate:latest --env NODE_ENV
knex migrate:rollback --env NODE_ENV
knex seed:run --env NODE_ENV
Note: --env NODE_ENV may be omitted for development. For example, knex migrate:latest will run all migrations in the development environment, while knex migrate:latest --env test will migrate in the test environment.
To run webpack build: yarn run build
To run server: yarn run start
To run tests: yarn run test
To run your redis server for the session store redis-server