summit package

Subpackages

• summit.examples package
  • Module contents
• summit.multiview_platform package
  • Subpackages
    • summit.multiview_platform.metrics package
      • Submodules
      • summit.multiview_platform.metrics.accuracy_score module
      • summit.multiview_platform.metrics.f1_score module
      • summit.multiview_platform.metrics.fbeta_score module
      • summit.multiview_platform.metrics.hamming_loss module
      • summit.multiview_platform.metrics.jaccard_score module
      • summit.multiview_platform.metrics.log_loss module
      • summit.multiview_platform.metrics.matthews_corrcoef module
      • summit.multiview_platform.metrics.precision_score module
      • summit.multiview_platform.metrics.recall_score module
      • summit.multiview_platform.metrics.roc_auc_score module
      • summit.multiview_platform.metrics.zero_one_loss module
      • Module contents
    • summit.multiview_platform.monoview package
      • Submodules
      • summit.multiview_platform.monoview.exec_classif_mono_view module
      • summit.multiview_platform.monoview.monoview_utils module
      • Module contents
    • summit.multiview_platform.monoview_classifiers package
      • Subpackages
      • Submodules
      • summit.multiview_platform.monoview_classifiers.adaboost module
      • summit.multiview_platform.monoview_classifiers.decision_tree module
      • summit.multiview_platform.monoview_classifiers.gradient_boosting module
      • summit.multiview_platform.monoview_classifiers.imbalance_bagging module
      • summit.multiview_platform.monoview_classifiers.knn module
      • summit.multiview_platform.monoview_classifiers.lasso module
      • summit.multiview_platform.monoview_classifiers.random_forest module
      • summit.multiview_platform.monoview_classifiers.random_scm module
      • summit.multiview_platform.monoview_classifiers.scm module
      • summit.multiview_platform.monoview_classifiers.sgd module
      • summit.multiview_platform.monoview_classifiers.svm_linear module
      • summit.multiview_platform.monoview_classifiers.svm_poly module
      • summit.multiview_platform.monoview_classifiers.svm_rbf module
      • Module contents
    • summit.multiview_platform.multiview package
      • Submodules
      • summit.multiview_platform.multiview.exec_multiview module
      • summit.multiview_platform.multiview.multiview_utils module
      • Module contents
    • summit.multiview_platform.multiview_classifiers package
      • Subpackages
      • Submodules
      • summit.multiview_platform.multiview_classifiers.bayesian_inference_fusion module
      • summit.multiview_platform.multiview_classifiers.difficulty_fusion module
      • summit.multiview_platform.multiview_classifiers.disagree_fusion module
      • summit.multiview_platform.multiview_classifiers.double_fault_fusion module
      • summit.multiview_platform.multiview_classifiers.early_fusion_adaboost module
      • summit.multiview_platform.multiview_classifiers.early_fusion_decision_tree module
      • summit.multiview_platform.multiview_classifiers.early_fusion_gradient_boosting module
      • summit.multiview_platform.multiview_classifiers.early_fusion_lasso module
      • summit.multiview_platform.multiview_classifiers.early_fusion_random_forest module
      • summit.multiview_platform.multiview_classifiers.early_fusion_sgd module
      • summit.multiview_platform.multiview_classifiers.early_fusion_svm_rbf module
      • summit.multiview_platform.multiview_classifiers.entropy_fusion module
      • summit.multiview_platform.multiview_classifiers.lp_norm_mkl module
      • summit.multiview_platform.multiview_classifiers.majority_voting_fusion module
      • summit.multiview_platform.multiview_classifiers.mucombo module
      • summit.multiview_platform.multiview_classifiers.mumbo module
      • summit.multiview_platform.multiview_classifiers.mvml module
      • summit.multiview_platform.multiview_classifiers.svm_jumbo_fusion module
      • summit.multiview_platform.multiview_classifiers.weighted_linear_early_fusion module
      • summit.multiview_platform.multiview_classifiers.weighted_linear_late_fusion module
      • Module contents
    • summit.multiview_platform.result_analysis package
      • Submodules
      • summit.multiview_platform.result_analysis.duration_analysis module
      • summit.multiview_platform.result_analysis.error_analysis module
      • summit.multiview_platform.result_analysis.execution module
      • summit.multiview_platform.result_analysis.feature_importances module
      • summit.multiview_platform.result_analysis.metric_analysis module
      • summit.multiview_platform.result_analysis.noise_analysis module
      • summit.multiview_platform.result_analysis.tracebacks_analysis module
      • Module contents
    • summit.multiview_platform.utils package
      • Submodules
      • summit.multiview_platform.utils.base module
      • summit.multiview_platform.utils.configuration module
      • summit.multiview_platform.utils.dataset module
      • summit.multiview_platform.utils.execution module
      • summit.multiview_platform.utils.get_multiview_db module
      • summit.multiview_platform.utils.hyper_parameter_search module
      • summit.multiview_platform.utils.make_file_config module
      • summit.multiview_platform.utils.multiclass module
      • summit.multiview_platform.utils.multiview_result_analysis module
      • summit.multiview_platform.utils.organization module
      • summit.multiview_platform.utils.transformations module
      • Module contents
  • Submodules
  • summit.multiview_platform.exec_classif module
    • arange_metrics()
    • benchmark_init()
    • exec_benchmark()
    • exec_classif()
    • exec_one_benchmark_mono_core()
    • extract_dict()
    • gen_single_monoview_arg_dictionary()
    • gen_single_multiview_arg_dictionary()
    • get_path_dict()
    • get_random_hps_args()
    • init_argument_dictionaries()
    • init_benchmark()
    • init_kwargs()
    • init_kwargs_func()
    • init_monoview_exps()
    • init_multiview_exps()
    • is_dict_in()
    • set_element()
  • Module contents
• summit.tests package
  • Subpackages
    • summit.tests.test_metrics package
      • Submodules
      • summit.tests.test_metrics.test_metrics module
      • Module contents
    • summit.tests.test_mono_view package
      • Submodules
      • summit.tests.test_mono_view.test_exec_classif_mono_view module
      • summit.tests.test_mono_view.test_monoview_utils module
      • Module contents
    • summit.tests.test_monoview_classifiers package
      • Submodules
      • summit.tests.test_monoview_classifiers.test_adaboost module
      • summit.tests.test_monoview_classifiers.test_compatibility module
      • Module contents
    • summit.tests.test_multi_view package
      • Submodules
      • summit.tests.test_multi_view.test_exec_multiview module
      • summit.tests.test_multi_view.test_multiview_utils module
      • Module contents
    • 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
      • 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
      • summit.tests.test_utils.test_configuration module
      • summit.tests.test_utils.test_dataset module
      • 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
    • FakeKfold
      • FakeKfold.split()
    • Test_Functs
      • Test_Functs.setUpClass()
      • Test_Functs.tearDownClass()
      • Test_Functs.test_arange_metrics()
      • Test_Functs.test_banchmark_init()
      • Test_Functs.test_initKWARGSFunc_no_monoview()
      • Test_Functs.test_init_kwargs()
    • Test_InitArgumentDictionaries
      • Test_InitArgumentDictionaries.setUpClass()
      • Test_InitArgumentDictionaries.test_init_argument_dictionaries_monoview()
      • Test_InitArgumentDictionaries.test_init_argument_dictionaries_multiview()
      • Test_InitArgumentDictionaries.test_init_argument_dictionaries_multiview_complex()
    • Test_execBenchmark
      • Test_execBenchmark.setUpClass()
      • Test_execBenchmark.tearDownClass()
      • Test_execBenchmark.test_multiclass_and_iter()
      • Test_execBenchmark.test_multiclass_no_iter()
      • Test_execBenchmark.test_no_iter_biclass_multicore()
      • Test_execBenchmark.test_simple()
    • Test_gen_single_monoview_arg_dictionary
      • Test_gen_single_monoview_arg_dictionary.test_no_config()
    • Test_get_path_dict
      • Test_get_path_dict.setUpClass()
      • Test_get_path_dict.tearDownClass()
      • Test_get_path_dict.test_simple()
    • Test_initBenchmark
      • Test_initBenchmark.test_benchmark_wanted()
    • Test_set_element
      • Test_set_element.setUpClass()
      • Test_set_element.tearDownClass()
      • Test_set_element.test_simple()
    • fakeBenchmarkExec()
    • fakeBenchmarkExec_monocore()
    • fakeBenchmarkExec_mutlicore()
    • fakeDelete()
    • fakeExecMono()
    • fakeExecMulti()
    • fakeInitMulti()
    • fake_analyze()
    • fakegetResults()
  • summit.tests.utils module
    • gen_test_dataset()
    • rm_tmp()
  • Module contents

Submodules

summit.execute module

This is the execution module, used to execute the code

execute(config_path=None)

Module contents