GPy

Gaussian process modelling in Python, from the Sheffield machine learning group. GPy covers regression, classification, sparse GPs, coregionalization, kernels, and latent-variable models. We pronounce it “g-pie”.

This page is a pointer. Install, usage, and contributing live in the GitHub README. We keep those sources current; we do not duplicate them here.

Install

pip install gpy from PyPI. Optional plots: pip install 'gpy[plotting]'.

Documentation

• GitHub README — landing page, install, example, citation
• Read the Docs — API and developer docs
• Tutorial notebooks
• Multi-output / coregionalized GPs
• CHANGELOG
• GitHub Discussions — questions
• Source