Pre-release
This release is a pre-release and may not be stable for production use.
WildTorch
WildTorch: Leveraging GPU Acceleration for High-Fidelity, Stochastic Wildfire Simulations with PyTorch
Installation
Install with minimal dependencies:
pip install wildtorch
Install with full dependencies (includes visualization and logging):
pip install 'wildtorch[full]'
Quick Start
pip install 'wildtorch[full]'
import wildtorch as wt
wildfire_map = wt.dataset.generate_empty_dataset()
simulator = wt.WildTorchSimulator(
wildfire_map=wildfire_map,
simulator_constants=wt.SimulatorConstants(p_continue_burn=0.7),
initial_ignition=wt.utils.create_ignition(shape=wildfire_map[0].shape),
)
logger = wt.logger.Logger()
for i in range(200):
simulator.step()
logger.log_stats(
step=i,
num_cells_on_fire=wt.metrics.cell_on_fire(simulator.fire_state).item(),
num_cells_burned_out=wt.metrics.cell_burned_out(simulator.fire_state).item(),
)
logger.snapshot_simulation(simulator)
logger.save_logs()
logger.save_snapshots()
Demo
See Our Live Demo at Hugging Face Space.
API Documents
See at Our Read the Docs.
1 maintainer
Release files for wildtorch 1.0.0b1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| wildtorch-1.0.0b1.tar.gz | 22.3 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| wildtorch-1.0.0b1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 39.3 kB
Release files / wildtorch-1.0.0b1.tar.gz
| Download URL | wildtorch-1.0.0b1.tar.gz |
|---|---|
| Size | 22.3 kB |
| Tags | Source |
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Release files / wildtorch-1.0.0b1-py3-none-any.whl
| Download URL | wildtorch-1.0.0b1-py3-none-any.whl |
|---|---|
| Size | 16.9 kB |
| Tags | Python 3 |
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