Module water_security.labeled_preprocessing
Labeled Preprocessing
Here the initial data from cdp.net regarding water security is preprocessed. The merging of the labeled and unlabeled dataset is also done here.
Notebooks
- Cities Population Density
- Dataset Normalization and Imputation
- Merge Unlabeled to Labeled
- Cities Test Set Processing
- Cities Elevation
Expand source code
"""
## Labeled Preprocessing
Here the initial data from [cdp.net](https://www.cdp.net/en/) regarding water security is preprocessed.
The merging of the labeled and unlabeled dataset is also done here.
## Notebooks
* [Cities Population Density](../notebooks/CitiesPopulationDensity.html)
* [Dataset Normalization and Imputation](../notebooks/Dataset Normalization and Imputation.html)
* [Merge Unlabeled to Labeled](../notebooks/Merge Unlabeled to Labeled.html)
* [Cities Test Set Processing](../notebooks/Cities Test Set Processing.html)
* [Cities Elevation](../notebooks/Cities Elevation.html)
"""
Sub-modules
water_security.labeled_preprocessing.imputation