Initial release of the source code supporting the manuscript "Research on the Impact of Climate Change on Food Security in Africa" (under review at Scientific Reports).
This release includes:
Random Forest model training scripts
Temporal cross-validation using GroupKFold and Leave-One-Year-Out
Crop yield prediction under CMIP6 climate scenarios
Feature importance analysis and uncertainty quantification
Documentation and dependency list (README.md, requirements.txt)
All input data are publicly available and described in the manuscript.