test_gaussian_bnn_posterior

Module Contents

Classes

TestGaussianBNNPosterior

A suite of tests verifying that the input PDFs and the sample distributions

class test_gaussian_bnn_posterior.TestGaussianBNNPosterior(methodName='runTest')

Bases: unittest.TestCase

A suite of tests verifying that the input PDFs and the sample distributions match.

classmethod setUpClass(cls)

Hook method for setting up class fixture before running tests in the class.

setUp(self)

Hook method for setting up the test fixture before exercising it.

test_diagonal_gaussian_bnn_posterior(self)

Test the sampling of DiagonalGaussianBNNPosterior

test_low_rank_gaussian_bnn_posterior(self)

Test the sampling of LowRankGaussianBNNPosterior

test_double_low_rank_gaussian_bnn_posterior(self)

Test the sampling of DoubleLowRankGaussianBNNPosterior

Only compares the true and sample means

test_full_rank_gaussian_bnn_posterior(self)

Test the sampling of FullRankGaussianBNNPosterior

test_double_gaussian_bnn_posterior(self)

Test the sampling of DoubleGaussianBNNPosterior

Only compares the true and sample means