📋 Required Data Format
Your CSV file should contain the following columns (automatically detects ';' or ',' separator):
segment
latitude_velocity_km
longitude_velocity_km
latitude_degrees
longitude_degrees
time_difference_hours
time_scalar (or datetime)
✅ Your data format is supported! The app will automatically create time_scalar from datetime/time_decimal if needed.
🤖 Default Model Configuration
- Model: LSTMWithAttentionWithResid (7 layers, 250 hidden units)
- Training: Atlantic Ocean vessel trajectories
- Normalization: Atlantic dataset parameters
- Sequence Length: 12 time steps
- Forecast Horizon: 1 time step
📁 Upload Files
🧠 Custom Model (Optional)
Default: best_model.pth⚙️ Custom Normalization (Optional)
Default: Atlantic dataset parametersInitializing...
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