sayyedAhmed
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README.md
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license: mit
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license: mit
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Model Details
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The model is configured with the following architecture parameters:
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Input Dim: Number of input features
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Hidden Dim: 50 (Number of hidden units in each LSTM layer)
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Output Dim: 1 (The predicted severity score)
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Forecast Horizon: Number of future steps the model predicts (e.g., 1 step ahead)
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Layers: 2 LSTM layers
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Dropout Rate: 0.3 (For regularization)
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Example Data
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The model expects input data in the following format:
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Feature Description
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Total Population Total population of the affected area
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Landmass Affected Area affected by the crisis (in square km)
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People Exposed Number of people exposed to the crisis
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(Other features) Additional relevant crisis features
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License
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This model is available under the MIT License (or your preferred license).
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