Poverty mapping in three African cities - Lagos, Accra and Nairobi This scripts build a machine learning model based on contextual features and urban atrributies to map poverty. We take advantage of Google Colab for this task heavy processing.
These instruction will help you get started on replicating the methodology.
In addition to Python 3, the following packages are needed to run the scripts in this repository.
sklearn
torch
pandas
gdal
rasterio
numpy
Maxwell Owusu