Software

I enjoy developing software, many of which help solve difficult research problems. Many of these projects are also on GitHub.

treeple

Extends scikit-learn decision trees to do oblique splits, manifold learning, hypothesis testing, etc. I am a core contributor and maintainer of this project.
hyppo

hyppo (HYPothesis Testing in PythOn, pronounced ‘Hippo’) is an open-source software package for multivariate hypothesis testing, closing the gap with R. I am the creator and maintainer of this project; I also wrote a paper about it.
FiPhA

A robust and user-friendly package for fiber photometry analysis. I helped open-source this project; I also wrote a paper about it.
scipy.stats.multiscale_graphcorr

Multiscale Graph Correlation is a powerful multivariate test (the first multivariate test in SciPy). I ported this code and am a maintainer of this method.

treeple