Index

A

AbstractRunner (class in driftai.run.runner) add_parameters() (driftai.run.run_manage.RunGenerator method)

Approach (class in driftai.approach) as_dataframe() (driftai.result_report.result_report.ResultReport method)

B

BoolParameter (class in driftai.parameters.parameters)

C

CategoricalParameter (class in driftai.parameters.parameters) check_folder_structure() (in module driftai.utils) check_uri() (in module driftai.utils) CloudRunner (class in driftai.run.runner) collection() (driftai.approach.Approach static method) (driftai.data.dataset.Dataset static method) (driftai.data.dataset.SubDataset static method) (driftai.run.Run static method)

compile_path_pattern() (in module driftai.utils) create_structure() (driftai.approach.Approach method)

D

DaskRunner (class in driftai.run.runner) Dataset (class in driftai.data.dataset) Datasource (class in driftai.data.datasource) dir_components (driftai.project.Project attribute) dir_exceptions (driftai.project.Project attribute) DirectoryDatasource (class in driftai.data.datasource) done() (driftai.run.Run method)

driftai.approach (module) driftai.data.datasource (module) driftai.exceptions (module) driftai.project (module) driftai.run.decorators (module) driftai.run.runner (module) driftai.utils (module)

E

exists() (driftai.project.Project method)

F

FileDatasource (class in driftai.data.datasource) filepath_to_uri() (in module driftai.utils)

FloatParameter (class in driftai.parameters.parameters) from_dir() (driftai.data.dataset.Dataset static method) from_runnable_approach() (driftai.run.run_manage.RunGenerator static method)

G

generate_combs() (driftai.parameters.parameter_grid.ParameterGrid method) generate_subdataset() (driftai.data.dataset.Dataset method) generate_vector() (driftai.parameters.parameters.BoolParameter method) (driftai.parameters.parameters.CategoricalParameter method) (driftai.parameters.parameters.FloatParameter method) (driftai.parameters.parameters.IntParameter method) get_current_project_db() (in module driftai.utils) get_data() (driftai.data.dataset.Dataset method) (driftai.data.datasource.Datasource method) (driftai.data.datasource.DirectoryDatasource method) (driftai.data.datasource.FileDatasource method) get_file_extension() (in module driftai.utils) get_info() (driftai.approach.Approach method) (driftai.data.dataset.Dataset method) (driftai.data.dataset.SubDataset method) (driftai.data.datasource.Datasource method) (driftai.data.datasource.DirectoryDatasource method) (driftai.data.datasource.FileDatasource method) (driftai.project.Project method) (driftai.result_report.result.Result method) (driftai.run.Run method)

get_infolist() (driftai.data.datasource.Datasource method) (driftai.data.datasource.DirectoryDatasource method) (driftai.data.datasource.FileDatasource method) get_labels() (driftai.data.dataset.Dataset method) get_last_run_date() (driftai.approach.Approach method) get_last_subdataset() (driftai.project.Project method) get_parameter_count() (driftai.parameters.parameter_grid.ParameterGrid method) get_path() (driftai.data.datasource.Datasource method) get_subdatasets() (driftai.project.Project method) get_test_data() (driftai.data.dataset.SubDataset method) (driftai.run.Run method) get_test_labels() (driftai.data.dataset.SubDataset method) get_train_data() (driftai.data.dataset.SubDataset method) (driftai.run.Run method) get_train_labels() (driftai.data.dataset.SubDataset method) get_uri() (driftai.data.datasource.Datasource method)

I

id (driftai.approach.Approach attribute) (driftai.data.dataset.Dataset attribute) (driftai.data.dataset.SubDataset attribute) (driftai.project.Project attribute) (driftai.run.Run attribute)

ImageDatasource (class in driftai.data.datasource) import_from() (in module driftai.utils) inference() (driftai.approach.RunnableApproach method) IntParameter (class in driftai.parameters.parameters) is_running() (driftai.project.Project method) iteruns() (driftai.run.RunPool method)

L

label (driftai.data.datasource.FileDatasource attribute) learn() (driftai.approach.RunnableApproach method) load() (driftai.project.Project class method) (driftai.run.Run class method) load_from_data() (driftai.approach.Approach class method) (driftai.data.dataset.Dataset class method) (driftai.data.dataset.SubDataset class method) (driftai.data.datasource.Datasource static method) (driftai.run.Run class method)

loader (driftai.data.datasource.DirectoryDatasource attribute) loader() (driftai.data.datasource.ImageDatasource method)

M

maybe_make_dir() (in module driftai.utils)

O

OptAppDatasetInfoFileDoesNotExistException OptAppFileDatasourceNotCompatibeException OptAppInstanceExistsException OptAppInvalidStructureException OptAppMethodNotImplementedYetException OptAppProjectDirNotExistsException OptAppProjectElementNotExistsException

OptAppProjectFileNotExistsException OptAppProjectLoadPathIsNotDirException OptAppProjectNameExistsException OptAppProjectWrongInfoFileStructureException OptAppRunFileDoesNotExistException OptAppRunFileWrongStructureException OptAppSubDatasetInfoFileDoesNotExistException OptAppSubDatasetInfoFileWrongStructureException

P

ParameterGrid (class in driftai.parameters.parameter_grid) parameters (driftai.approach.RunnableApproach attribute)

print_progress_bar() (in module driftai.utils) Project (class in driftai.project)

R

read_file() (driftai.data.dataset.Dataset static method) Result (class in driftai.result_report.result) ResultReport (class in driftai.result_report.result_report) results (driftai.run.Run attribute) Run (class in driftai.run) run() (driftai.approach.RunnableApproach method) (driftai.run.runner.AbstractRunner method) (driftai.run.runner.CloudRunner method) (driftai.run.runner.DaskRunner method) (driftai.run.runner.SingleRunner method)

RunGenerator (class in driftai.run.run_manage) RunnableApproach (class in driftai.approach) RunPool (class in driftai.run)

S

save() (driftai.project.Project method) (driftai.run.Run method) single_run() (in module driftai.run.decorators)

SingleRunner (class in driftai.run.runner) status (driftai.approach.Approach attribute) str_to_date() (in module driftai.utils) SubDataset (class in driftai.data.dataset)

T

to_camel_case() (in module driftai.utils)

U

update() (driftai.run.Run method)

uri_to_filepath() (in module driftai.utils)