Giter VIP home page Giter VIP logo

sudoku-solver's Introduction

Sudoku-Solver

version - 1.1.2

This software solve the sudoku puzzle using convolutions neural network.

Requirements

  • python - 3.7
  • keras - 2.4.3
  • tensorflow - 2.2.0

Project Content

File Description
sudoku.ipynb notebook for running and testing the project
model.py neural network implementation
scripts contains data pre-processing script
model contain saved model

Performance

Network was able to solve the puzzles with 99% accuracy. Following is a snippet showing network solving the sudoku.

References

  • Download the dataset for this project.
  • Read this blog to get all detail of this project.

sudoku-solver's People

Contributors

shivaverma avatar

Stargazers

avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar

Watchers

avatar avatar

Forkers

biranchi2018 klonikar febuz jbdatascience isonium bensnw leonildo666 ipolyako91 arthblo heavenbean valenrss smmousavisp nbhuvan highdynamic kratos1609 pratyush2303 miguelquinteiro jankee31 jarvaang-enterprises jihchao productshiv philipismyen marc65

sudoku-solver's Issues

Problem in sudoku.ipynb

In

def inference_sudoku(sample):
 ...
    return pred

pred is the estimated number at each position, it should be changed to feat here.

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.