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