GitHub - ssydasheng/Harmonic-Kernel-Decomposition: The official code for the Harmonic variational Gaussian processes (ICML2021).

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

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Name		Name	Last commit message	Last commit date
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core		core
exp		exp
utils		utils
.gitignore		.gitignore
README.md		README.md
environment.yml		environment.yml
gpflowrc		gpflowrc

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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.

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

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