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)

B

batch_size (openml.extensions.mxnet.Config attribute)

C

can_handle_flow() (openml.extensions.Extension class method) (openml.extensions.keras.KerasExtension class method) (openml.extensions.mxnet.MXNetExtension class method) (openml.extensions.onnx.OnnxExtension class method) (openml.extensions.pytorch.PytorchExtension class method) (openml.extensions.sklearn.SklearnExtension class method) can_handle_model() (openml.extensions.Extension class method) (openml.extensions.keras.KerasExtension class method) (openml.extensions.mxnet.MXNetExtension class method) (openml.extensions.onnx.OnnxExtension class method) (openml.extensions.pytorch.PytorchExtension class method) (openml.extensions.sklearn.SklearnExtension class method) check_datasets_active() (in module openml.datasets) compile_additional_information() (openml.extensions.Extension method) (openml.extensions.keras.KerasExtension method) (openml.extensions.mxnet.MXNetExtension method) (openml.extensions.onnx.OnnxExtension method) (openml.extensions.pytorch.PytorchExtension method) (openml.extensions.sklearn.SklearnExtension method)

Config (class in openml.extensions.mxnet) create_benchmark_suite() (in module openml.study) create_dataset() (in module openml.datasets) create_setup_string() (openml.extensions.Extension method) (openml.extensions.keras.KerasExtension method) (openml.extensions.mxnet.MXNetExtension method) (openml.extensions.onnx.OnnxExtension method) (openml.extensions.pytorch.PytorchExtension method) (openml.extensions.sklearn.SklearnExtension method) create_study() (in module openml.study) criterion_gen() (openml.extensions.mxnet.Config method)

D

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

E

epoch_count (openml.extensions.mxnet.Config attribute)

Extension (class in openml.extensions)

F

flow_exists() (in module openml.flows) flow_to_model() (openml.extensions.Extension method) (openml.extensions.keras.KerasExtension method) (openml.extensions.mxnet.MXNetExtension method) (openml.extensions.onnx.OnnxExtension method) (openml.extensions.pytorch.PytorchExtension method) (openml.extensions.sklearn.SklearnExtension method)

from_filesystem() (openml.OpenMLRun class method)

G

get_data() (openml.OpenMLDataset method) get_dataset() (in module openml.datasets) (openml.OpenMLClassificationTask method) (openml.OpenMLClusteringTask method) (openml.OpenMLLearningCurveTask method) (openml.OpenMLRegressionTask method) (openml.OpenMLSupervisedTask method) (openml.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.OpenMLDataset method) get_flow() (in module openml.flows) get_metric_fn() (openml.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_structure() (openml.OpenMLFlow method) get_study() (in module openml.study) get_subflow() (openml.OpenMLFlow method) get_suite() (in module openml.study) get_task() (in module openml.tasks) get_tasks() (in module openml.tasks) get_version_information() (openml.extensions.Extension method) (openml.extensions.keras.KerasExtension method) (openml.extensions.mxnet.MXNetExtension method) (openml.extensions.onnx.OnnxExtension method) (openml.extensions.pytorch.PytorchExtension method) (openml.extensions.sklearn.SklearnExtension method) get_X() (openml.OpenMLClusteringTask method) get_X_and_y() (openml.OpenMLClassificationTask method) (openml.OpenMLLearningCurveTask method) (openml.OpenMLRegressionTask method) (openml.OpenMLSupervisedTask method)

I

initialize_model() (in module openml.setups) initialize_model_from_run() (in module openml.runs) initialize_model_from_trace() (in module openml.runs) initializer_gen() (openml.extensions.mxnet.Config method) instantiate_model_from_hpo_class() (openml.extensions.Extension method) (openml.extensions.keras.KerasExtension method) (openml.extensions.mxnet.MXNetExtension method) (openml.extensions.onnx.OnnxExtension method) (openml.extensions.pytorch.PytorchExtension method) (openml.extensions.sklearn.SklearnExtension method)

is_estimator() (openml.extensions.Extension method) (openml.extensions.keras.KerasExtension method) (openml.extensions.mxnet.MXNetExtension method) (openml.extensions.onnx.OnnxExtension method) (openml.extensions.pytorch.PytorchExtension method) (openml.extensions.sklearn.SklearnExtension method)

K

KerasExtension (class in openml.extensions.keras)

L

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

metric_gen() (openml.extensions.mxnet.Config method) model_to_flow() (openml.extensions.Extension method) (openml.extensions.keras.KerasExtension method) (openml.extensions.mxnet.MXNetExtension method) (openml.extensions.onnx.OnnxExtension method) (openml.extensions.pytorch.PytorchExtension method) (openml.extensions.sklearn.SklearnExtension method)

MXNetExtension (class in openml.extensions.mxnet)

O

obtain_parameter_values() (openml.extensions.Extension method) (openml.extensions.keras.KerasExtension method) (openml.extensions.mxnet.MXNetExtension method) (openml.extensions.onnx.OnnxExtension method) (openml.extensions.pytorch.PytorchExtension method) (openml.extensions.sklearn.SklearnExtension method) OnnxExtension (class in openml.extensions.onnx) OpenMLBenchmarkSuite (class in openml) OpenMLClassificationTask (class in openml) OpenMLClusteringTask (class in openml) OpenMLDataFeature (class in openml) OpenMLDataset (class in openml)

OpenMLEvaluation (class in openml) OpenMLFlow (class in openml) OpenMLLearningCurveTask (class in openml) OpenMLParameter (class in openml) OpenMLRegressionTask (class in openml) OpenMLRun (class in openml) OpenMLSetup (class in openml) OpenMLSplit (class in openml) OpenMLStudy (class in openml) OpenMLSupervisedTask (class in openml) OpenMLTask (class in openml) optimizer_gen() (openml.extensions.mxnet.Config method)

P

predict() (openml.extensions.mxnet.Config method) predict_proba() (openml.extensions.mxnet.Config method) progress_callback() (openml.extensions.mxnet.Config method) publish() (openml.OpenMLBenchmarkSuite method) (openml.OpenMLClassificationTask method) (openml.OpenMLClusteringTask method) (openml.OpenMLDataset method) (openml.OpenMLFlow method) (openml.OpenMLLearningCurveTask method) (openml.OpenMLRegressionTask method) (openml.OpenMLRun method) (openml.OpenMLStudy method) (openml.OpenMLSupervisedTask method) (openml.OpenMLTask method)

push_tag() (openml.OpenMLClassificationTask method) (openml.OpenMLClusteringTask method) (openml.OpenMLDataset method) (openml.OpenMLFlow method) (openml.OpenMLLearningCurveTask method) (openml.OpenMLRegressionTask method) (openml.OpenMLRun method) (openml.OpenMLSupervisedTask method) (openml.OpenMLTask method) PytorchExtension (class in openml.extensions.pytorch)

R

register_extension() (in module openml.extensions) remove_tag() (openml.OpenMLClassificationTask method) (openml.OpenMLClusteringTask method) (openml.OpenMLDataset method) (openml.OpenMLFlow method) (openml.OpenMLLearningCurveTask method) (openml.OpenMLRegressionTask method) (openml.OpenMLRun method) (openml.OpenMLSupervisedTask method) (openml.OpenMLTask method)

retrieve_class_labels() (openml.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

sanitize() (openml.extensions.mxnet.Config method) scheduler_gen() (openml.extensions.mxnet.Config method) seed_model() (openml.extensions.Extension method) (openml.extensions.keras.KerasExtension method) (openml.extensions.mxnet.MXNetExtension method) (openml.extensions.onnx.OnnxExtension method) (openml.extensions.pytorch.PytorchExtension 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

to_filesystem() (openml.OpenMLRun method)

U

update_study_status() (in module openml.study)

update_suite_status() (in module openml.study)