Adding New FeaturesΒΆ

  • Make sure the new dataset to be added is a single file in .nc format, containing data from 2010-16 and in 0.25x0.25 grid cell resolution.

  • Match the features of the new dataset with the existing features. This can be done by going through notebooks/EDA_pre-processed_data.ipynb.

  • Add the feature path as a variable to src/utils/data_paths.py. Further the path variable is needed to be added to either the time dependant or independant list (depending on which category it belongs to) present inside export_feature_paths().

  • The model will now also be trained on the added feature while running src/train.py!