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license: apache-2.0 |
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datasets: |
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- Ritvik19/Sudoku-Dataset |
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# Model Card: Sudoku Net |
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## Model Overview |
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- A Neural Network that solves Sudoku puzzles |
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## Intended Use |
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- **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. |
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## Training Details |
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- Optimizer: Adam |
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- Learning Rate: 1e-3 |
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- Batch Size: 64K |
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- Training Dataset [Sudoku Dataset](https://huggingface.co/datasets/Ritvik19/Sudoku-Dataset) |
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### Models |
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| Model Filename | Accuracy | |
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| ---------------------- | -------: | |
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| ffn__64x2.keras | 0.92932 | |
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| ffn__64x4.keras | 0.92928 | |
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| ffn__128x2.keras 👑 | 0.92968 | |
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| ffn__128x4.keras | 0.92892 | |
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| cnn__64x2.keras | 0.92796 | |
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| cnn__64x4.keras 👑 | 0.93030 | |
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| cnn__128x2.keras | 0.92786 | |
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| cnn__128x4.keras | 0.92878 | |
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## Model Usage |
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- Users can interact with the model through this [Space](https://huggingface.co/spaces/Ritvik19/SudokuNetDemo). |
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