Sparse Gaussian Process Potentials
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Updated
Apr 9, 2024 - Python
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
Sparse spectrum Gaussian process regression
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..
Generalised Variational Inference (GVI) for Gaussian Processes in JAX
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