Added two new tutorial pages. - Githubissues

JaxGaussianProcesses / GPJax

Gaussian processes in JAX.

https://docs.jaxgaussianprocesses.com/

Apache License 2.0

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Added two new tutorial pages. #453

Closed neel-maniar closed 2 months ago

neel-maniar commented 2 months ago

Type of changes

[ ] Bug fix
[ ] New feature
[ ] Documentation / docstrings
[ ] Tests
[x] Other

Checklist

[ ] I've formatted the new code by running poetry run pre-commit run --all-files --show-diff-on-failure before committing.
[ ] I've added tests for new code.
[ ] I've added docstrings for the new code.

Description

These two notebooks follow the work of the paper on Linearly Constrained Gaussian Processes (see citation in notebooks).

They demonstrate

a way to encode two types of linear constraints into the kernel of a GP
mathematical explanations which follow the notation of the paper
another example of implementing Multi-Output GPs in GPJax.

Issue Number: N/A