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README.md
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---
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license: apache-2.0
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language:
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- ja
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library_name: pytorch
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tags:
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- recommendation
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- tabular
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- ft-transformer
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model_name: gohan-product-recommendation
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repo_type: model
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---
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# Gohan Product Recommendation Model
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This model provides product recommendations for Gohan (rice) products using FT-Transformer architecture.
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## Model Information
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- **Architecture**: FT-Transformer
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- **Training Epochs**: 30
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- **Validation Performance**: 0.7736
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- **Input Features**: Categorical features
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- **Output**: Product recommendations
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## Usage
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```python
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from inference import load_model, predict
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# Load the model
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model = load_model()
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# Make predictions
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predictions = predict(model, input_data)
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```
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## Files
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- `epoch_030_p30_0.7736.pt`: Trained PyTorch model (Git LFS)
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- `gohan_product_master_data.csv`: Product master data
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- `encoders/`: JSON-encoded feature encoders
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- `configs/config.json`: Model configuration
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## License
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Apache-2.0
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