Make sure you have needed libraries installed.
- sklearn
- numpy
- scipy
- rasterio
- tqdm
- matplotlib
Before completing all the following steps, delete sample data, so it won't affect the simulation. As models are classes in models.py, they can also be integrated in any python code without the main.py file.
To run all the writen code follow these steps:
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Edit the default settings for the parameters are in config.py file. This includes the data and result folders, and file names.
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add set of factors in .tif format to the chosen data folder
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Run main.py algorithm
You can try to run the algorithms on public data, such as this https://figshare.com/s/5436916184e60f533899