Introduction

Here are a few notebooks outlining basic functionality of GPy

Example GPy use

This set of examples shows some of the functionality of the GPy Gaussian process framework in python. The framework is BSD licensed and we welcome collaborators to develop new functionality.

Multiple Output Gaussian Processes

Different Noise Models

Approximations

  • Sparse Gaussian Processes This tutorial gives a quick overview of the variational approximation used to fit sparse Gaussian processes.

SVI

Partially parametric models

MCMC

Other apllications

Developer and Own modules

GPy Configuration Files