v1.0
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README.md
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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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---
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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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version https://git-lfs.github.com/spec/v1
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oid sha256:abf29b900d044f7e3c632c470b6b4b037d90d220022502a9574281f8c1958ca8
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size 45853674
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