Module water_security.unlabeled_preprocessing
Unlabeled Preprocessing
Here, data from various sources are preprocessed to have as much useful data to feed into the model as possible. The helpers.py contains various helper functions for the preprocessing. The unlabeled data contains various data for a given country.
Notebooks
- Combining datasets
- Econ preprocessing
- Education preprocessing
- Human development preprocessing
- Aquastat dataset
Expand source code
"""
## Unlabeled Preprocessing
Here, data from various sources are preprocessed to have as much useful data to feed into the model as possible.
The helpers.py contains various helper functions for the preprocessing. The unlabeled data contains various data for a given country.
## Notebooks
* [Combining datasets](../notebooks/combine_unlabeled.html)
* [Econ preprocessing](../notebooks/prep_economic_v2.html)
* [Education preprocessing](../notebooks/prep_edstats.html)
* [Human development preprocessing](../notebooks/prep_hdro_v2.html)
* [Aquastat dataset](../notebooks/prep_aquastat.html)
"""Sub-modules
water_security.unlabeled_preprocessing.helpers