Index

A

assert_flows_equal() (in module openml.flows) attach_to_study() (in module openml.study)

attach_to_suite() (in module openml.study) attributes_arff_from_df() (in module openml.datasets)

C

can_handle_flow() (openml.extensions.Extension class method) (openml.extensions.sklearn.SklearnExtension class method) can_handle_model() (openml.extensions.Extension class method) (openml.extensions.sklearn.SklearnExtension class method) check_datasets_active() (in module openml.datasets) check_if_model_fitted() (openml.extensions.Extension method) (openml.extensions.sklearn.SklearnExtension method)

create_benchmark_suite() (in module openml.study) create_dataset() (in module openml.datasets) create_setup_string() (openml.extensions.Extension method) (openml.extensions.sklearn.SklearnExtension method) create_study() (in module openml.study) create_task() (in module openml.tasks)

D

delete_dataset() (in module openml.datasets) delete_flow() (in module openml.flows) delete_run() (in module openml.runs) delete_study() (in module openml.study) delete_suite() (in module openml.study) delete_task() (in module openml.tasks) detach_from_study() (in module openml.study)

detach_from_suite() (in module openml.study) download_split() (openml.tasks.OpenMLClassificationTask method) (openml.tasks.OpenMLClusteringTask method) (openml.tasks.OpenMLLearningCurveTask method) (openml.tasks.OpenMLRegressionTask method) (openml.tasks.OpenMLSupervisedTask method) (openml.tasks.OpenMLTask method)

E

edit_dataset() (in module openml.datasets) estimation_parameters (openml.tasks.OpenMLClassificationTask property) (openml.tasks.OpenMLLearningCurveTask property) (openml.tasks.OpenMLRegressionTask property) (openml.tasks.OpenMLSupervisedTask property)

Extension (class in openml.extensions) extension (openml.flows.OpenMLFlow property)

F

features (openml.datasets.OpenMLDataset property) flow_exists() (in module openml.flows) flow_to_model() (openml.extensions.Extension method) (openml.extensions.sklearn.SklearnExtension method)

fork_dataset() (in module openml.datasets) from_filesystem() (openml.flows.OpenMLFlow class method) (openml.runs.OpenMLRun class method)

G

get() (openml.tasks.OpenMLSplit method) get_data() (openml.datasets.OpenMLDataset method) get_dataset() (in module openml.datasets) (openml.tasks.OpenMLClassificationTask method) (openml.tasks.OpenMLClusteringTask method) (openml.tasks.OpenMLLearningCurveTask method) (openml.tasks.OpenMLRegressionTask method) (openml.tasks.OpenMLSupervisedTask method) (openml.tasks.OpenMLTask method) get_datasets() (in module openml.datasets) get_extension_by_flow() (in module openml.extensions) get_extension_by_model() (in module openml.extensions) get_features_by_type() (openml.datasets.OpenMLDataset method) get_flow() (in module openml.flows) get_metric_fn() (openml.runs.OpenMLRun method) get_run() (in module openml.runs) get_run_trace() (in module openml.runs) get_runs() (in module openml.runs) get_setup() (in module openml.setups) get_split_dimensions() (openml.tasks.OpenMLClassificationTask method) (openml.tasks.OpenMLClusteringTask method) (openml.tasks.OpenMLLearningCurveTask method) (openml.tasks.OpenMLRegressionTask method) (openml.tasks.OpenMLSupervisedTask method) (openml.tasks.OpenMLTask method)

get_structure() (openml.flows.OpenMLFlow method) get_study() (in module openml.study) get_subflow() (openml.flows.OpenMLFlow method) get_suite() (in module openml.study) get_task() (in module openml.tasks) get_tasks() (in module openml.tasks) get_train_test_split_indices() (openml.tasks.OpenMLClassificationTask method) (openml.tasks.OpenMLClusteringTask method) (openml.tasks.OpenMLLearningCurveTask method) (openml.tasks.OpenMLRegressionTask method) (openml.tasks.OpenMLSupervisedTask method) (openml.tasks.OpenMLTask method) get_version_information() (openml.extensions.Extension method) (openml.extensions.sklearn.SklearnExtension method) get_X() (openml.tasks.OpenMLClusteringTask method) get_X_and_y() (openml.tasks.OpenMLClassificationTask method) (openml.tasks.OpenMLLearningCurveTask method) (openml.tasks.OpenMLRegressionTask method) (openml.tasks.OpenMLSupervisedTask method)

I

id (openml.datasets.OpenMLDataset property) (openml.flows.OpenMLFlow property) (openml.runs.OpenMLRun property) (openml.study.OpenMLBenchmarkSuite property) (openml.study.OpenMLStudy property) (openml.tasks.OpenMLClassificationTask property) (openml.tasks.OpenMLClusteringTask property) (openml.tasks.OpenMLLearningCurveTask property) (openml.tasks.OpenMLRegressionTask property) (openml.tasks.OpenMLSupervisedTask property) (openml.tasks.OpenMLTask property)

initialize_model() (in module openml.setups) initialize_model_from_run() (in module openml.runs) initialize_model_from_trace() (in module openml.runs) instantiate_model_from_hpo_class() (openml.extensions.Extension method) (openml.extensions.sklearn.SklearnExtension method) is_estimator() (openml.extensions.Extension method) (openml.extensions.sklearn.SklearnExtension method)

L

list_datasets() (in module openml.datasets) list_evaluation_measures() (in module openml.evaluations) list_evaluations() (in module openml.evaluations) list_evaluations_setups() (in module openml.evaluations) list_flows() (in module openml.flows)

list_qualities() (in module openml.datasets) list_runs() (in module openml.runs) list_setups() (in module openml.setups) list_studies() (in module openml.study) list_suites() (in module openml.study) list_tasks() (in module openml.tasks)

M

model_to_flow() (openml.extensions.Extension method) (openml.extensions.sklearn.SklearnExtension method) module openml.datasets openml.evaluations openml.extensions openml.flows openml.runs openml.setups openml.study openml.tasks

O

obtain_parameter_values() (openml.extensions.Extension method) (openml.extensions.sklearn.SklearnExtension method) open_in_browser() (openml.datasets.OpenMLDataset method) (openml.flows.OpenMLFlow method) (openml.runs.OpenMLRun method) (openml.study.OpenMLBenchmarkSuite method) (openml.study.OpenMLStudy method) (openml.tasks.OpenMLClassificationTask method) (openml.tasks.OpenMLClusteringTask method) (openml.tasks.OpenMLLearningCurveTask method) (openml.tasks.OpenMLRegressionTask method) (openml.tasks.OpenMLSupervisedTask method) (openml.tasks.OpenMLTask method) openml.datasets module openml.evaluations module openml.extensions module openml.flows module openml.runs module openml.setups module openml.study module openml.tasks module

openml_url (openml.datasets.OpenMLDataset property) (openml.flows.OpenMLFlow property) (openml.runs.OpenMLRun property) (openml.study.OpenMLBenchmarkSuite property) (openml.study.OpenMLStudy property) (openml.tasks.OpenMLClassificationTask property) (openml.tasks.OpenMLClusteringTask property) (openml.tasks.OpenMLLearningCurveTask property) (openml.tasks.OpenMLRegressionTask property) (openml.tasks.OpenMLSupervisedTask property) (openml.tasks.OpenMLTask property) OpenMLBenchmarkSuite (class in openml.study) OpenMLClassificationTask (class in openml.tasks) OpenMLClusteringTask (class in openml.tasks) OpenMLDataFeature (class in openml.datasets) OpenMLDataset (class in openml.datasets) OpenMLEvaluation (class in openml.evaluations) OpenMLFlow (class in openml.flows) OpenMLLearningCurveTask (class in openml.tasks) OpenMLParameter (class in openml.setups) OpenMLRegressionTask (class in openml.tasks) OpenMLRun (class in openml.runs) OpenMLSetup (class in openml.setups) OpenMLSplit (class in openml.tasks) OpenMLStudy (class in openml.study) OpenMLSupervisedTask (class in openml.tasks) OpenMLTask (class in openml.tasks)

P

predictions (openml.runs.OpenMLRun property) publish() (openml.datasets.OpenMLDataset method) (openml.flows.OpenMLFlow method) (openml.runs.OpenMLRun method) (openml.study.OpenMLBenchmarkSuite method) (openml.study.OpenMLStudy method) (openml.tasks.OpenMLClassificationTask method) (openml.tasks.OpenMLClusteringTask method) (openml.tasks.OpenMLLearningCurveTask method) (openml.tasks.OpenMLRegressionTask method) (openml.tasks.OpenMLSupervisedTask method) (openml.tasks.OpenMLTask method)

push_tag() (openml.datasets.OpenMLDataset method) (openml.flows.OpenMLFlow method) (openml.runs.OpenMLRun method) (openml.study.OpenMLBenchmarkSuite method) (openml.study.OpenMLStudy method) (openml.tasks.OpenMLClassificationTask method) (openml.tasks.OpenMLClusteringTask method) (openml.tasks.OpenMLLearningCurveTask method) (openml.tasks.OpenMLRegressionTask method) (openml.tasks.OpenMLSupervisedTask method) (openml.tasks.OpenMLTask method)

Q

qualities (openml.datasets.OpenMLDataset property)

R

register_extension() (in module openml.extensions) remove_tag() (openml.datasets.OpenMLDataset method) (openml.flows.OpenMLFlow method) (openml.runs.OpenMLRun method) (openml.study.OpenMLBenchmarkSuite method) (openml.study.OpenMLStudy method) (openml.tasks.OpenMLClassificationTask method) (openml.tasks.OpenMLClusteringTask method) (openml.tasks.OpenMLLearningCurveTask method) (openml.tasks.OpenMLRegressionTask method) (openml.tasks.OpenMLSupervisedTask method) (openml.tasks.OpenMLTask method)

retrieve_class_labels() (openml.datasets.OpenMLDataset method) run_exists() (in module openml.runs) run_flow_on_task() (in module openml.runs) run_model_on_task() (in module openml.runs)

S

seed_model() (openml.extensions.Extension method) (openml.extensions.sklearn.SklearnExtension method)

setup_exists() (in module openml.setups) SklearnExtension (class in openml.extensions.sklearn) status_update() (in module openml.datasets)

T

TaskType (class in openml.tasks) to_filesystem() (openml.flows.OpenMLFlow method) (openml.runs.OpenMLRun method)

trim_flow_name() (openml.extensions.sklearn.SklearnExtension class method)

U

update_study_status() (in module openml.study) update_suite_status() (in module openml.study) url_for_id() (openml.datasets.OpenMLDataset class method) (openml.flows.OpenMLFlow class method) (openml.runs.OpenMLRun class method) (openml.study.OpenMLBenchmarkSuite class method) (openml.study.OpenMLStudy class method) (openml.tasks.OpenMLClassificationTask class method) (openml.tasks.OpenMLClusteringTask class method) (openml.tasks.OpenMLLearningCurveTask class method) (openml.tasks.OpenMLRegressionTask class method) (openml.tasks.OpenMLSupervisedTask class method) (openml.tasks.OpenMLTask class method)