dataset:Ritvik19/Sudoku-Dataset license:apache-2.0 region:us
---
license: apache-2.0
datasets:
  - Ritvik19/Sudoku-Dataset
---

# Model Card: Sudoku Net

## Model Overview

- A Neural Network that solves Sudoku puzzles

## Intended Use

- **Use Cases:** SuDoKu is a research project aimed at exploring the capabilities of Neural Networks in SuDoKu Puzzles. It serves as an experimental tool rather than a specific real-world application.

## Training Details

- Optimizer: Adam
- Learning Rate: 1e-3
- Batch Size: 64K
- Training Dataset [Sudoku Dataset](https://huggingface.co/datasets/Ritvik19/Sudoku-Dataset)

### Models

| Model Filename         | Accuracy |
| ---------------------- | -------: |
| ffn__64x2.keras        |  0.92932 |
| ffn__64x4.keras        |  0.92928 |
| ffn__128x2.keras    👑 |  0.92968 |
| ffn__128x4.keras       |  0.92892 |
| cnn__64x2.keras        |  0.92796 |
| cnn__64x4.keras     👑 |  0.93030 |
| cnn__128x2.keras       |  0.92786 |
| cnn__128x4.keras       |  0.92878 |

## Model Usage

- Users can interact with the model through this [Space](https://huggingface.co/spaces/Ritvik19/SudokuNetDemo).
