GP fitting and visualization.

Prompt

I would like you to code up a gaussian process fitting and visualization tool. The GP fitting should be relatively standard - hyperparameter/model choices should be selectable by the user. The visualization should be up to your discretion - something interesting, intuitive, and helpful.

A system prompt was added to support web rendering