Ritvik19/SudokuNet

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

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.