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---
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).
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