Package index • rkaf

Model creation

kaf(): Create a Kolmogorov-Arnold Fourier Network
nn_kaf(): Kolmogorov-Arnold Fourier Network
nn_kaf_layer(): Kolmogorov-Arnold Fourier Layer
nn_random_fourier_features(): Random Fourier Features Layer

Model fitting and prediction

kaf_fit(): Fit a Kolmogorov-Arnold Fourier Network
kaf_fit_formula(): Fit a KAF model using an R formula
predict(<kaf_fit>): Predict from a fitted KAF model

Diagnostics

extract_kaf_scales(): Extract KAF branch scales
extract_fourier_params(): Extract KAF Fourier parameters
plot_kaf_scales(): Plot KAF branch scales

Methods

print(<kaf_fit>): Print a fitted KAF model
plot(<kaf_fit>): Plot a fitted KAF model