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6.036_machine_learning

Repo for MIT 6.036 Machine Learning

ai-starcraft

Winner Starcraft II bot with convolutional neural networks

alphazero_connect4

PyTorch implementation of AlphaZero Connect from scratch (with results)

chessai

codingame

deep_pepper_chess

different AI algorithms to solve board games

di-star

An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.

express-mongoose-es6-rest-api

:collision: A boilerplate application for building RESTful APIs Microservice in Node.js using express and mongoose in ES6 with code coverage and JsonWebToken Authentication

github-integration-demo

grocerystore

hello-world

Learning github by following the hello world guide.

hiernet-sc2

The codes, models, logs, and data for an extended paper of the original paper "On Reinforcement Learning for Full-length Game of StarCraft".

itsquiz-wall

Isomorphic application written in React

library

mini-alphastar

A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II.

mit-6.0036

mit-6.034

Problem set of MIT Artificial Intelligence 6.034 Fall 2010 and 2017

mit-artificial-intelligence--6.034-

Assignment Solutions to MIT AI Fall 2016

mit6.0002

neural-network

Machine Learning library for educational purpose.

online_learning

paddlebets

Pet battle simulator, AI player, and back end

petbattlesimulator

pluralsight-redux-starter

Starter kit for React and Redux in ES6 on Pluralsight

psadmin

pysc2-tutorial

Tutorials for building a PySC2 bot

python-sc2

A StarCraft II bot api client library for Python 3

react-boilerplate

:fire: A highly scalable, offline-first foundation with the best developer experience and a focus on performance and best practices.

react-express-exploration-project

React Starter Project— a fork from kriasoft/react-starter-kit

react-slingshot

React + Redux starter kit / boilerplate with Babel, hot reloading, testing, linting and a working example app, all built in