Index

A

abort() (Experiment method) address (Server property) artifacts (Experiment property) (Interpretation property)

AutoViz (class in driverlessai._autoviz) autoviz (Client property)

C

Client (class in driverlessai._core) column_summaries() (Dataset method) columns (Dataset property) Connectors (class in driverlessai._datasets) connectors (Client property) create() (AutoViz method) (Datasets method) (ExperimentArtifacts method) (Experiments method) (MLI method) (Projects method) (Recipes method)

create_async() (AutoViz method) (Datasets method) (Experiments method) (MLI method) (Recipes method) creation_timestamp (Dataset property) (Experiment property) (Interpretation property)

D

data (Table property) data_source (Dataset property) Dataset (class in driverlessai._datasets) dataset (Interpretation property) (Visualization property) DatasetJob (class in driverlessai._datasets) Datasets (class in driverlessai._datasets) datasets (Client property) (Experiment property) (Project property) days_left() (License method) delete() (Dataset method) (Experiment method) (Interpretation method) (Project method) (Visualization method)

description (Project property) (ScorerRecipe property) do_refresh() (OAuth2TokenProvider method) docs() (Server method) download() (Dataset method) (ExperimentArtifacts method) (ExperimentLog method) (InterpretationArtifacts method) (Prediction method)

E

ensure_fresh_token() (OAuth2TokenProvider method) Experiment (class in driverlessai._experiments) experiment (Interpretation property) ExperimentArtifacts (class in driverlessai._experiments) ExperimentLog (class in driverlessai._experiments) Experiments (class in driverlessai._experiments) experiments (Client property) (Project property)

ExplainerRecipe (class in driverlessai._recipes) ExplainerRecipes (class in driverlessai._recipes) explainers (Recipes property) export() (Dataset method) (ExperimentArtifacts method) export_dai_file() (Experiment method)

F

file_path (Dataset property) file_paths (ExperimentArtifacts property) (InterpretationArtifacts property) (Prediction property) file_size (Dataset property) finish() (Experiment method) for_binomial (ExplainerRecipe property) (ScorerRecipe property)

for_iid (ExplainerRecipe property) for_multiclass (ExplainerRecipe property) (ScorerRecipe property) for_regression (ExplainerRecipe property) (ScorerRecipe property) for_timeseries (ExplainerRecipe property)

G

get() (AutoViz method) (Datasets method) (Experiments method) (IIDMethods method) (Projects method) (TimeseriesMethods method) gui() (AutoViz method) (Datasets method) (Experiment method) (Experiments method) (Interpretation method) (MLI method) (Project method) (Projects method) (Server method) (Visualization method)

H

head() (Dataset method) (ExperimentLog method)

headers (Table property) Hyperlink (class in driverlessai._utils)

I

id (ExplainerRecipe property) iid (MLI property) IIDMethods (class in driverlessai._mli) import_dai_file() (Experiments method) included_dataset_columns (Prediction property) (PredictionJobs property) includes_labels (Prediction property) (PredictionJobs property) includes_raw_outputs (Prediction property) (PredictionJobs property) includes_shap_values_for_original_features (Prediction property) (PredictionJobs property) includes_shap_values_for_transformed_features (Prediction property) (PredictionJobs property) Interpretation (class in driverlessai._mli) InterpretationArtifacts (class in driverlessai._mli) is_complete() (DatasetJob method) (Experiment method) (Interpretation method) (PredictionJobs method) (Visualization method)

is_custom (ExplainerRecipe property) (ModelRecipe property) (ScorerRecipe property) (TransformerRecipe property) is_deprecated (Experiment property) (Visualization property) is_running() (DatasetJob method) (Experiment method) (Interpretation method) (PredictionJobs method) (Visualization method) is_server_up() (in module driverlessai) is_unsupervised (ModelRecipe property) is_valid() (License method)

J

jobs (PredictionJobs property)

K

key (Dataset property) (DatasetJob property) (Experiment property) (ExplainerRecipe property) (Interpretation property) (ModelRecipe property) (Project property) (ScorerRecipe property) (TransformerRecipe property) (Visualization property)

keys (Prediction property) (PredictionJobs property)

L

leaderboard() (Experiments method) License (class in driverlessai._server) license (Server property) link_dataset() (Project method) link_experiment() (Project method) list() (AutoViz method) (Connectors method) (Datasets method) (ExperimentArtifacts method) (Experiments method) (ExplainerRecipes method) (IIDMethods method) (InterpretationArtifacts method) (ModelRecipes method) (Projects method) (ScorerRecipes method) (TimeseriesMethods method) (TransformerRecipes method)

log (Experiment property)

M

metrics() (Experiment method) MLI (class in driverlessai._mli) mli (Client property) ModelRecipe (class in driverlessai._recipes)

ModelRecipes (class in driverlessai._recipes) models (Recipes property) modify_by_code() (Dataset method) modify_by_code_preview() (Dataset method) modify_by_recipe() (Dataset method)

N

name (Dataset property) (DatasetJob property) (Experiment property) (ExplainerRecipe property) (Interpretation property) (ModelRecipe property) (Project property) (ScorerRecipe property) (TransformerRecipe property) (Visualization property)

notifications() (Experiment method)

O

OAuth2TokenProvider (class in driverlessai.token_providers._core)

P

predict() (Experiment method) predict_async() (Experiment method) Prediction (class in driverlessai._experiments) PredictionJobs (class in driverlessai._experiments)

preview() (Experiments method) Project (class in driverlessai._projects) Projects (class in driverlessai._projects) projects (Client property)

R

Recipes (class in driverlessai._recipes) recipes (Client property) redescribe() (Project method) refresh_possible() (OAuth2TokenProvider method) refresh_required() (OAuth2TokenProvider method) rename() (Dataset method) (Experiment method) (Interpretation method) (Project method)

result() (DatasetJob method) (Experiment method) (Interpretation method) (PredictionJobs method) (Visualization method) retrain() (Experiment method) retrain_async() (Experiment method) run_duration (Experiment property) (Interpretation property)

S

ScorerRecipe (class in driverlessai._recipes) ScorerRecipes (class in driverlessai._recipes) scorers (Recipes property) search_expert_settings() (Experiments method) (MLI method) search_settings() (ExplainerRecipe method) Server (class in driverlessai._server) server (Client property) set_datetime_format() (Dataset method) set_logical_types() (Dataset method) settings (Experiment property) (ExplainerRecipe property) (Interpretation property)

shape (Dataset property) share() (Project method) sharings (Project property) size (Experiment property) split_to_train_test() (Dataset method) split_to_train_test_async() (Dataset method) status() (DatasetJob method) (Experiment method) (Interpretation method) (PredictionJobs method) (Visualization method) storage_enabled (Server property) summary() (Experiment method)

T

Table (class in driverlessai._utils) tail() (Dataset method) (ExperimentLog method) timeseries (MLI property)

TimeseriesMethods (class in driverlessai._mli) to_pandas() (Prediction method) TransformerRecipe (class in driverlessai._recipes) TransformerRecipes (class in driverlessai._recipes) transformers (Recipes property)

U

unlink_dataset() (Project method) unlink_experiment() (Project method) unshare() (Project method)

used_fast_approx_for_shap_values (Prediction property) (PredictionJobs property) username (Server property)

V

variable_importance() (Experiment method)

version (Server property) Visualization (class in driverlessai._autoviz)

W

with_settings() (ExplainerRecipe method)