Python get_random_parameter_sampler Examples

Example #1

File: test_cv.py Project: xixiareone/cocoscore

 def test_random_cos_parameter_sampler_random(self):
     dist = cos.get_hyperparameter_distributions()
     generator = cv.get_random_parameter_sampler(dist, 3)
     sample1 = generator.__next__()
     sample2 = generator.__next__()
     assert sample1 != sample2

Example #2

File: test_cv.py Project: xixiareone/cocoscore

 def test_random_cos_parameter_sampler_reproducibility(self):
     dist1 = cos.get_hyperparameter_distributions()
     sample1 = cv.get_random_parameter_sampler(dist1, 3).__next__()
     dist2 = cos.get_hyperparameter_distributions()
     sample2 = cv.get_random_parameter_sampler(dist2, 3).__next__()
     assert sample1 == sample2

Example #3

File: test_cv.py Project: xixiareone/cocoscore

 def test_random_cos_parameter_sampler_random_seed_argument(self):
     dist1 = cos.get_hyperparameter_distributions(1)
     sample1 = cv.get_random_parameter_sampler(dist1, 3).__next__()
     dist2 = fth.get_hyperparameter_distributions(12)
     sample2 = cv.get_random_parameter_sampler(dist2, 3).__next__()
     assert sample1 != sample2

Example #4

File: test_cv.py Project: xixiareone/cocoscore

 def test_random_fth_parameter_sampler_reproducibility_seed_argument(self):
     dist1 = fth.get_hyperparameter_distributions(1)
     sample1 = cv.get_random_parameter_sampler(dist1, 3).__next__()
     dist2 = fth.get_hyperparameter_distributions(1)
     sample2 = cv.get_random_parameter_sampler(dist2, 3).__next__()
     assert sample1 == sample2