Sparse Gaussian Process Potentials

Minimal Gaussian process library in JAX with a simple (custom) approach to state management.

Actually Sparse Variational Gaussian Processes implemented in GPlow

Software Suite for Sensor Placement and Informative Path Planning

Summary notebooks using derivative gaussian processes with tinygp. We implement a 2D derivative gaussian process and successfully use derivatives to regularize SVI fits with a gaussian process model..

Sparse spectrum Gaussian process regression

Generalised Variational Inference (GVI) for Gaussian Processes in JAX

Bayesian inference using sparse gaussian processes from tinygp. Examples include 1D and 2D implementation.