These are the codes used in the paper "Accelerated Gradient Boosting" by G. Biau, B. Cadre, and L. Rouvière.
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File agb_v1.R contains the agb function to fit the Accelerated Gradient Boosting algorithm.
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File Intro_to_AGB.Rmd is a small vignette with some examples.