GP Demos

Just some demos of GPs being used across platforms. Most of them will be contained notebooks where I make comments as I go along. My audience would be newcomers to GPs using Python.

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Library Comparison

TLDR

I did a few demos where I compare different libraries on toy datasets.

1D Toy Example

• Small Scale Example

  A 1D regression example with about 100 data points. I compare scikit-learn, GPFlow and GPyTorch.