17.20. test_sampling

Test functionalities of flux sampling methods.

17.20.1. Module Contents

17.20.1.1. Functions

test_single_achr(model)	Test ACHR sampling (one sample).
test_single_optgp(model)	Test OptGP sampling (one sample).
test_multi_optgp(model)	Test OptGP sampling (multi sample).
test_wrong_method(model)	Test method intake sanity.
test_fixed_seed(model)	Test result of fixed seed for sampling.
test_equality_constraint(model)	Test equality constraint.
test_inequality_constraint(model)	Test inequality constraint.
test_inhomogeneous_sanity(model)	Test whether inhomogeneous sampling gives approximately the same
test_complicated_model()	Test a complicated model.
test_single_point_space(model)	Test the reduction of the sampling space to one point.

test_sampling.test_single_achr(model)

Test ACHR sampling (one sample).

test_sampling.test_single_optgp(model)

Test OptGP sampling (one sample).

test_sampling.test_multi_optgp(model)

Test OptGP sampling (multi sample).

test_sampling.test_wrong_method(model)

Test method intake sanity.

test_sampling.test_fixed_seed(model)

Test result of fixed seed for sampling.

test_sampling.test_equality_constraint(model)

Test equality constraint.

test_sampling.test_inequality_constraint(model)

Test inequality constraint.

test_sampling.test_inhomogeneous_sanity(model)

Test whether inhomogeneous sampling gives approximately the same standard deviation as a homogeneous version.

test_sampling.test_complicated_model()

Test a complicated model.

Difficult model since the online mean calculation is numerically unstable so many samples weakly violate the equality constraints.

test_sampling.test_single_point_space(model)

Test the reduction of the sampling space to one point.