Repository for Explainable Artificial Intelligence to Probe Driving Variables of High Pollutant Predictions in the National Air Quality Forecasting Capability (NAQFC)
Author: Patrick C. Campbell
Dependencies:
MONET (https://github.com/noaa-oar-arl/monet; https://anaconda.org/conda-forge/monet) MONETIO (https://github.com/noaa-oar-arl/monet; https://anaconda.org/conda-forge/monetio) Xarray (https://anaconda.org/conda-forge/xarray) Pandas (https://anaconda.org/conda-forge/pandas) Numpy (https://anaconda.org/conda-forge/numpy) XGBoost (https://anaconda.org/conda-forge/xgboost) SHAP (https://anaconda.org/conda-forge/shap) MatPlotLib (https://anaconda.org/conda-forge/matplotlib) Sklearn (https://scikit-learn.org/stable/install.html)