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frontlstm-baseflow-cluster0
akshatshaw/frontlstm-baseflow-cluster0
frontlstm-baseflow-cluster0 is a machine learning model from akshatshaw. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This model predicts baseflow using a FrontLSTM architecture that combines static and dynamic features.
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Repo size
13.1 MB
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.pth13.1 MB · 100%
At a glance
- Model type
- FrontLSTM
- Access
- Public
- Created
- Jun 14, 2025
- Updated
- Jun 14, 2025
- SHA
- 30456b20
Model card
From the Hugging Face model README
FrontLSTM Baseflow Prediction Model - Cluster 0
This model predicts baseflow using a FrontLSTM architecture that combines static and dynamic features.
Model Architecture
- Type: FrontLSTM
- Static Features: 19
- Dynamic Features: 40
- Hidden Size: 64
- Layers: 2
Performance
- RMSE: 473.0073
- MAE: 143.6522
- R² Score: 0.4109
Files
model.pth: Model state dictconfig.json: Model configuration and feature lists
- Type
- FrontLSTM
- Created
- Jun 14, 2025
- Updated
- Jun 14, 2025