# Sudoku-Solver

**Repository Path**: xiao-zhayi/Sudoku-Solver

## Basic Information

- **Project Name**: Sudoku-Solver
- **Description**: cnn实作解决数独问题
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 2
- **Created**: 2024-02-23
- **Last Updated**: 2024-02-23

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

## 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`

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### 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 |

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### Performance

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

<img src=result/result.png width="230">

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### References

- Download the [**dataset**](https://www.kaggle.com/bryanpark/sudoku) for this project.
- Read this [**blog**](https://towardsdatascience.com/solving-sudoku-with-convolution-neural-network-keras-655ba4be3b11) to get all detail of this project.