This repo is for sharing code associated with the GeoAI and spatiotemporal epidemiology to forecast flavivirus transmission project.
GLSM_analysis.ipynb : A Jupyter Notebook that serves as a tutorial for forecasting binary predictions of Equine WNV incidence per county/week in the southern climate region of the United States using a graph convolutional neural network.
GLSTM_models.py: A python file containing the models for training and hyperparameter tuning.
GLSTM_training.py: A python file containing training and evaluation functions.
GLSTM_utils.py: A python file containing all functions used in analysis.