Projects | Open Source Science

Projects

Updated 6 months ago

copent • Rank 14.4 • Science 36%

R package for estimating copula entropy (mutual information), transfer entropy (conditional mutual information), and the statistic for multivariate normality test and two-sample test

causal-discovery causality change-point-detection conditional-independence-test conditional-mutual-information copula copula-entropy correlation entropy granger-causality information-theory mutual-information mutualinf normality-test r transfer-entropy two-sample-test variable-selection

Updated 6 months ago

mmd-reg-ot • Science 54%

Code for our TMLR '24 Journal: MMD-Regularized UOT.

barycenter domain-adaptation mmd optimal-transport prompt-learning pytorch two-sample-test wasserstein

Updated 6 months ago

https://github.com/black-swan-icl/pyrkhsstats • Science 10%

A Python package implementing a variety of statistical methods that rely on kernels (e.g. HSIC for independence testing).

conditional-independence-test independence-test kernel-methods machine-learning statistics two-sample-test