GPJax - Gaussian Processes in Jax
Minimal Gaussian process library in JAX with a simple (custom) approach to state management.
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Identifiable Mixtures of Sparse Variational Gaussian Process Experts
This work introduces a variational lower bound for the Mixture of Gaussian Process Experts model with a GP-based gating network based on sparse GPs. The model (and inference) are …
Model-Based Reinforcement Learning with Gaussian Processes
In this work I re-implemented the PILCO algorithm in python using Tensorflow and GPflow. This work was mainly carried out for personal development and some of the implementation is …