onnela-lab / gptools

Gaussian processes on graphs and lattices in Stan and pytorch.
https://gptools-stan.readthedocs.io
BSD 3-Clause "New" or "Revised" License
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fft gaussian-processes graph pytorch stan

gptools: performant Gaussian processes in Stan and pytorch CI

This collection of packages provides tools for performant inference of Gaussian processes.

Replication

To replicate the results presented in the accompanying publication Scalable Gaussian Process Inference with Stan, please see the dedicted repository of replication materials.