Giter VIP home page Giter VIP logo

chess-bot-using-tensorflow's Introduction

Chess Bot with TensorFlow

Overview

This project is a Chess Bot implemented using TensorFlow. The bot is capable of playing chess against human opponents and making intelligent decisions based on the current state of the board. It leverages neural networks to evaluate positions and generate optimal moves, aiming to provide a challenging experience for players of all skill levels.

Features

  • Move Prediction: Learning from thousands of games and predicting the best move.
  • Position Evaluation: Employs a neural network trained on thousands of chess games to evaluate the strength of board positions.

Installation

To get started with the Chess Bot, follow these steps:

  1. Clone the Repository:
    git clone https://github.com/yourusername/chess-bot-tensorflow.git
    cd chess-bot-tensorflow
  2. Download the Dataset: Find the download link the dataset folder and extract the files into *data/png* directory
  3. Install the dependencies:
    1. TensorFlow
    2. chess python package
    3. Numpy
    4. tqdm (optional)

chess-bot-using-tensorflow's People

Contributors

rajv95 avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.