/Harmonic-Kernel-Decomposition

The official code for the Harmonic variational Gaussian processes (ICML2021).

Primary LanguagePython

This is the official code for Harmonic Variational Gaussian Processes (HVGP).

The repo open sources all the experiments in the paper, including regression, classification, earth elevation, and transform MNIST. The environment supporting the repo can be installed through environment.yml. For each experiment, the files in the exp folder contains 1) the main function 2) the commands for all approaches 3) the plotting code.