Conditional Invariance Tests

Testers

class conditional_independence.InvarianceTester

class conditional_independence.MemoizedInvarianceTester(invariance_test: InvarianceTest, suffstat: Dict, track_times=False, detailed=False, **kwargs)

Parametric Invariance Tests

gauss_invariance_suffstat(obs_samples, …)	Helper function to compute the sufficient statistics for the gauss_invariance_test from data.
gauss_invariance_test(suffstat, context, i)	Test the null hypothesis that two Gaussian distributions are equal.

Non-Parametric Invariance Tests

hsic_invariance_test(suffstat, context, i[, …])	TODO
kci_invariance_test(suffstat, context, i[, …])