summit.tests package
Subpackages
- summit.tests.test_metrics package
- summit.tests.test_mono_view package
- summit.tests.test_monoview_classifiers package
- summit.tests.test_multi_view package
- summit.tests.test_multiview_classifiers package
- Subpackages
- Submodules
- summit.tests.test_multiview_classifiers.test_difficulty_fusion module
- summit.tests.test_multiview_classifiers.test_disagree_fusion module
- summit.tests.test_multiview_classifiers.test_diversity_utils module
- summit.tests.test_multiview_classifiers.test_double_fault_fusion module
- summit.tests.test_multiview_classifiers.test_entropy_fusion module
- summit.tests.test_multiview_classifiers.test_weighted_linear_early_fusion module
Test_WeightedLinearEarlyFusion
Test_WeightedLinearEarlyFusion.setUpClass()
Test_WeightedLinearEarlyFusion.tearDownClass()
Test_WeightedLinearEarlyFusion.test_fit()
Test_WeightedLinearEarlyFusion.test_predict()
Test_WeightedLinearEarlyFusion.test_simple()
Test_WeightedLinearEarlyFusion.test_transform_data_to_monoview_sample_view_select()
Test_WeightedLinearEarlyFusion.test_transform_data_to_monoview_simple()
Test_WeightedLinearEarlyFusion.test_transform_data_to_monoview_view_select()
- Module contents
- summit.tests.test_result_analysis package
- Submodules
- summit.tests.test_result_analysis.test_duration_analysis module
- summit.tests.test_result_analysis.test_error_analysis module
- summit.tests.test_result_analysis.test_execution module
- summit.tests.test_result_analysis.test_feature_importances module
- summit.tests.test_result_analysis.test_metric_analysis module
- summit.tests.test_result_analysis.test_noise_analysis module
- summit.tests.test_result_analysis.test_tracebacks_analysis module
- Module contents
- summit.tests.test_utils package
- Submodules
- summit.tests.test_utils.test_GetMultiviewDB module
- summit.tests.test_utils.test_base module
FakeClassifier
FakeDetector
FakeResultAnalyzer
Test_BaseClassifier
Test_BaseClassifier.setUpClass()
Test_BaseClassifier.test_accepts_mutliclass()
Test_BaseClassifier.test_class()
Test_BaseClassifier.test_gen_best_params()
Test_BaseClassifier.test_gen_params_from_detector()
Test_BaseClassifier.test_get_config()
Test_BaseClassifier.test_get_iterpret()
Test_BaseClassifier.test_params_to_string()
Test_BaseClassifier.test_simple()
Test_BaseClassifier.test_wrong_args()
Test_Functions
Test_ResultAnalyzer
Test_ResultAnalyzer.setUpClass()
Test_ResultAnalyzer.test_analyze()
Test_ResultAnalyzer.test_get_all_metrics_scores()
Test_ResultAnalyzer.test_get_classifier_config_string()
Test_ResultAnalyzer.test_get_db_config_string()
Test_ResultAnalyzer.test_get_metric_scores()
Test_ResultAnalyzer.test_print_metrics_scores()
Test_ResultAnalyzer.test_simple()
- summit.tests.test_utils.test_configuration module
- summit.tests.test_utils.test_dataset module
TestRAMDataset
Test_Dataset
Test_Dataset.setUpClass()
Test_Dataset.tearDownClass()
Test_Dataset.test_add_gaussian_noise()
Test_Dataset.test_check_selected_label_names()
Test_Dataset.test_copy_view()
Test_Dataset.test_filter()
Test_Dataset.test_for_hdf5_file()
Test_Dataset.test_from_scratch()
Test_Dataset.test_get_label_names()
Test_Dataset.test_get_labels()
Test_Dataset.test_get_name()
Test_Dataset.test_get_nb_class()
Test_Dataset.test_get_nb_exmaples()
Test_Dataset.test_get_shape()
Test_Dataset.test_get_v()
Test_Dataset.test_get_view_dict()
Test_Dataset.test_init_sample_indices()
Test_Dataset.test_select_labels()
Test_Dataset.test_select_views_and_labels()
Test_Dataset.test_to_numpy_array()
Test_Functions
- summit.tests.test_utils.test_execution module
- summit.tests.test_utils.test_hyper_parameter_search module
- summit.tests.test_utils.test_multiclass module
- summit.tests.test_utils.test_transormations module
- Module contents
Submodules
summit.tests.test_exec_classif module
- class Test_Functs(methodName='runTest')
Bases:
TestCase
- classmethod setUpClass()
Hook method for setting up class fixture before running tests in the class.
- classmethod tearDownClass()
Hook method for deconstructing the class fixture after running all tests in the class.
- test_arange_metrics()
- test_banchmark_init()
- test_initKWARGSFunc_no_monoview()
- test_init_kwargs()
- class Test_InitArgumentDictionaries(methodName='runTest')
Bases:
TestCase
- classmethod setUpClass()
Hook method for setting up class fixture before running tests in the class.
- test_init_argument_dictionaries_monoview()
- test_init_argument_dictionaries_multiview()
- test_init_argument_dictionaries_multiview_complex()
- class Test_execBenchmark(methodName='runTest')
Bases:
TestCase
- classmethod setUpClass()
Hook method for setting up class fixture before running tests in the class.
- classmethod tearDownClass()
Hook method for deconstructing the class fixture after running all tests in the class.
- test_multiclass_and_iter()
- test_multiclass_no_iter()
- test_no_iter_biclass_multicore()
- test_simple()
- class Test_gen_single_monoview_arg_dictionary(methodName='runTest')
Bases:
TestCase
- test_no_config()
- class Test_get_path_dict(methodName='runTest')
Bases:
TestCase
- classmethod setUpClass()
Hook method for setting up class fixture before running tests in the class.
- classmethod tearDownClass()
Hook method for deconstructing the class fixture after running all tests in the class.
- test_simple()
- class Test_set_element(methodName='runTest')
Bases:
TestCase
- classmethod setUpClass()
Hook method for setting up class fixture before running tests in the class.
- classmethod tearDownClass()
Hook method for deconstructing the class fixture after running all tests in the class.
- test_simple()
- fakeBenchmarkExec(core_index=-1, a=7, args=1)
- fakeBenchmarkExec_monocore(dataset_var=1, a=4, args=1, track_tracebacks=False, nb_cores=1)
- fakeBenchmarkExec_mutlicore(nb_cores=-1, a=6, args=1)
- fakeDelete(a, b, c)
- fakeExecMono(directory, name, labels_names, classification_indices, k_folds, coreIndex, type, pathF, random_state, labels, hyper_param_search='try', metrics='try', n_iter=1, **arguments)
- fakeExecMulti(directory, coreIndex, name, classification_indices, k_folds, type, pathF, labels_dictionary, random_state, labels, hyper_param_search='', metrics=None, n_iter=1, **arguments)
- fakeInitMulti(args, benchmark, views, views_indices, argument_dictionaries, random_state, directory, resultsMonoview, classification_indices)
- fake_analyze(a, b, c, d, sample_ids=None, labels=None, feature_ids=None, view_names=None)
- fakegetResults(results, stats_iter, benchmark_arguments_dictionaries, metrics, directory, sample_ids, labels, feat_ids, view_names)
summit.tests.utils module
- gen_test_dataset(random_state=RandomState(MT19937) at 0x7F66D4720540)
- rm_tmp(path='/home/runner/work/summit/summit/summit/tests/tmp_tests/')