Recommended citation: Dimitrova, D. S., Kaishev, V. K. and Sáenz Guillén, E. L. (2025). "GeDS: An R package for Regression, Generalized Additive Models and Functional Gradient Boosting, based on Geometrically Designed (GeD) Splines." Manuscript submitted for publication.