Python SampleMorris Examples

Example #1

File: test_morris_strategies.py Project: locie/SALib

    def test_local(self, setup_problem):
        (input_sample, num_samples, _,
         k_choices, groups, num_params, expected) = setup_problem

        local_strategy = LocalOptimisation()
        context = SampleMorris(local_strategy)
        actual = context.sample(input_sample, num_samples, num_params,
                                k_choices, groups)
        np.testing.assert_equal(actual, expected)

Example #2

File: test_morris_strategies.py Project: vishalbelsare/SALib

    def test_brute_force(self, setup_problem):

        (input_sample, num_samples, _, k_choices, groups, num_params,
         expected) = setup_problem

        strategy = BruteForce()
        context = SampleMorris(strategy)
        actual = context.sample(input_sample, num_samples, num_params,
                                k_choices, groups)

        np.testing.assert_equal(actual, expected)