Keras
Ritvik19 commited on
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  license: apache-2.0
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  datasets:
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  - Ritvik19/Sudoku-Dataset
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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 1.0
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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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+ ### Model Architecture
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+ - **Model Type:** Feed Forward Neural Network
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+ - **Architecture Details:** Consists of two Linear layers, each with 64 units, followed by 81 output branches. ReLu activation was used for hidden layers.
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+ ## Performance Metrics
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+ - Evaluation Metric: Accuracy (determined by whether the model correctly solves a problem or not)
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+ ## Model Usage
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+ - Users can interact with the model through this [Space](https://huggingface.co/spaces/Ritvik19/SuDoKuNet).
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