pmlearn.gaussian_process.tests package

Submodules

pmlearn.gaussian_process.tests.test_gpr module

Testing for Gaussian process regression

class pmlearn.gaussian_process.tests.test_gpr.TestGaussianProcessRegressor[source]

Bases: object

setup_method()[source]
teardown_method()[source]

Tear down

class pmlearn.gaussian_process.tests.test_gpr.TestGaussianProcessRegressorFit[source]

Bases: pmlearn.gaussian_process.tests.test_gpr.TestGaussianProcessRegressor

test_advi_fit_returns_correct_model()[source]
class pmlearn.gaussian_process.tests.test_gpr.TestGaussianProcessRegressorPredict[source]

Bases: pmlearn.gaussian_process.tests.test_gpr.TestGaussianProcessRegressor

test_predict_raises_error_if_not_fit()[source]
test_predict_returns_mean_predictions_and_std()[source]
test_predict_returns_predictions()[source]
class pmlearn.gaussian_process.tests.test_gpr.TestGaussianProcessRegressorSaveAndLoad[source]

Bases: pmlearn.gaussian_process.tests.test_gpr.TestGaussianProcessRegressor

test_save_and_load_work_correctly()[source]
class pmlearn.gaussian_process.tests.test_gpr.TestGaussianProcessRegressorScore[source]

Bases: pmlearn.gaussian_process.tests.test_gpr.TestGaussianProcessRegressor

test_score_matches_sklearn_performance()[source]
class pmlearn.gaussian_process.tests.test_gpr.TestSparseGaussianProcessRegressor[source]

Bases: object

setup_method()[source]
teardown_method()[source]

Tear down

class pmlearn.gaussian_process.tests.test_gpr.TestSparseGaussianProcessRegressorFit[source]

Bases: pmlearn.gaussian_process.tests.test_gpr.TestSparseGaussianProcessRegressor

test_advi_fit_returns_correct_model()[source]
class pmlearn.gaussian_process.tests.test_gpr.TestSparseGaussianProcessRegressorPredict[source]

Bases: pmlearn.gaussian_process.tests.test_gpr.TestSparseGaussianProcessRegressor

test_predict_raises_error_if_not_fit()[source]
test_predict_returns_mean_predictions_and_std()[source]
test_predict_returns_predictions()[source]
class pmlearn.gaussian_process.tests.test_gpr.TestSparseGaussianProcessRegressorSaveAndLoad[source]

Bases: pmlearn.gaussian_process.tests.test_gpr.TestSparseGaussianProcessRegressor

test_save_and_load_work_correctly()[source]
class pmlearn.gaussian_process.tests.test_gpr.TestSparseGaussianProcessRegressorScore[source]

Bases: pmlearn.gaussian_process.tests.test_gpr.TestSparseGaussianProcessRegressor

test_score_matches_sklearn_performance()[source]
class pmlearn.gaussian_process.tests.test_gpr.TestStudentsTProcessRegressor[source]

Bases: object

setup_method()[source]
tearDown()[source]
class pmlearn.gaussian_process.tests.test_gpr.TestStudentsTProcessRegressorFit[source]

Bases: pmlearn.gaussian_process.tests.test_gpr.TestStudentsTProcessRegressor

test_advi_fit_returns_correct_model()[source]
class pmlearn.gaussian_process.tests.test_gpr.TestStudentsTProcessRegressorPredict[source]

Bases: pmlearn.gaussian_process.tests.test_gpr.TestStudentsTProcessRegressor

test_predict_raises_error_if_not_fit()[source]
test_predict_returns_mean_predictions_and_std()[source]
test_predict_returns_predictions()[source]
class pmlearn.gaussian_process.tests.test_gpr.TestStudentsTProcessRegressorSaveAndLoad[source]

Bases: pmlearn.gaussian_process.tests.test_gpr.TestStudentsTProcessRegressor

test_save_and_load_work_correctly()[source]
class pmlearn.gaussian_process.tests.test_gpr.TestStudentsTProcessRegressorScore[source]

Bases: pmlearn.gaussian_process.tests.test_gpr.TestStudentsTProcessRegressor

test_score_matches_sklearn_performance()[source]

Module contents