# Advanced Methods

## Gaussian Process Regression

* [Review: GP Regression for Astronomical Time-Series, 2023](https://github.com/dfm/araa-gps/tree/main)
* [Code: tinygp](https://tinygp.readthedocs.io/en/stable/tutorials/intro.html)

## Differentiable Programming

* [Book: The Elements of Differentiable Programming](https://arxiv.org/abs/2403.14606)

## Hierarchical Modeling

* [Code: pymc](https://www.pymc.io/projects/examples/en/latest/gallery.html)