eurydice 0.4

A package for evaluating radial velocity signal models using cross-validation methods and Gaussian processes.

EURYDICE: EvalUating Radial velocitY moDels usIng Cross-validation and Gaussian procEsses

A WIP to create a package that will perform cross-validations for radial velocity signal models with Gaussian processes 💃🕺 For more detailed documentation, start here

Last Updated: August 16 2024

Current Version: 0.4

To-Do:

• adding compatibility with pre-existing GP packages (george, tinygp, celerite): the gist is probably to let code read if the kernel function its passed is a certain object (e.g a george kernel object) and let the code run the GPR and CV using that package's methods
• writing a tutorial on how to use code with juypter notebook
• combing through existing code to improve lacking documentation and find more appropriate places to include error messages
• writing more tests: how to write tests for GP_predict, run_CV and plotting functions?
• add std dev to histogram legend