Python
All content related to Python on my website. Original research/software have an emoji next to it. A full list of topics is also available.
📝 hyppo: A Multivariate Hypothesis Testing Python Package
Sambit Panda, Satish Palaniappan, Junhao Xiong, Eric W. Bridgeford, Ronak Mehta, Cencheng Shen, Joshua T. Vogelstein
arXiv, 2024Introduces
hyppo
, a package that incorporates conventional and novel multivariate hypothesis tests.🔬 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.
🔬 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.