Now that we have created each feature we would like to make the feature generation part of a python package which we can install so we can install this in the future.
from dengue.features import climate
from dengue.features import serology
climate_features = climate.get_df()
serology_features = serology.get_df()
feature_df = climate_features.join(serology_features, on=["year", "week"]
Also we want to move the data injestion scripts out of the package because these are one time injestions. In the future these will be replaced with data pipelines.
Background
Now that we have created each feature we would like to make the feature generation part of a python package which we can install so we can install this in the future.
Also we want to move the data injestion scripts out of the package because these are one time injestions. In the future these will be replaced with data pipelines.