Index

A

abort() (Experiment method) activate() (ExplainerRecipe method) (ModelRecipe method) (ScorerRecipe method) (TransformerRecipe method) actual_vs_predicted_chart (ExperimentMetricPlots property) (ModelDiagnosticMetricPlots property), [1] add_bar_chart() (Visualization method) add_box_plot() (Visualization method) add_dot_plot() (Visualization method) add_grouped_box_plot() (Visualization method) add_heatmap() (Visualization method) add_histogram() (Visualization method) add_linear_regression() (Visualization method) add_loess_regression() (Visualization method)

add_parallel_coordinates_plot() (Visualization method) add_probability_plot() (Visualization method) add_quantile_plot() (Visualization method) add_scatter_plot() (Visualization method) address (Server property) Admin (class in driverlessai._admin), [1] admin (Client property) artifacts (Experiment property) (Explainer property) (Interpretation property) AutoDoc (class in driverlessai._autodoc) autodoc() (Experiment method) AutoDocs (class in driverlessai._autodoc) autodocs (Client property) AutoViz (class in driverlessai._autoviz) autoviz (Client property)

B

box_plots (Visualization property)

C

Client (class in driverlessai._core) code (ExplainerRecipe property) (ModelRecipe property) (ScorerRecipe property) (TransformerRecipe property) column_summaries() (Dataset method) columns (Dataset property) confusion_matrix() (ExperimentMetricPlots method) (ModelDiagnosticMetricPlots method), [1] Connectors (class in driverlessai._datasets) connectors (Client property) count() (ExplainerList method) cpu_usages (Server property) create() (AutoDocs method) (AutoViz method) (Datasets method) (ExperimentArtifacts method) (Experiments method) (MLI method) (ModelDiagnostics method), [1] (Projects method) (Recipes method)

create_async() (AutoDocs method) (AutoViz method) (Datasets method) (Experiments method) (MLI method) (ModelDiagnostics method), [1] (Recipes method) created (DAIServerLog property) creation_time (AutoDoc property) creation_timestamp (Dataset property) (Experiment property) (ExperimentProxy property), [1] (Interpretation property) custom_plots (Visualization property) CustomPlot (class in driverlessai._autoviz)

D

DAIServerLog (class in driverlessai._admin) data (ExplainerData property) (Recipes property) (Table property) data_as_dict() (ExplainerData method) data_as_pandas() (ExplainerData method) data_format (ExplainerData property) data_source (Dataset property) data_type (ExplainerData property) Dataset (class in driverlessai._datasets) dataset (Interpretation property) (Visualization property) DatasetJob (class in driverlessai._datasets) DatasetProxy (class in driverlessai._admin), [1] Datasets (class in driverlessai._datasets) datasets (Client property) (Experiment property) (ExperimentProxy property), [1] (Project property) days_left() (License method) deactivate() (ExplainerRecipe method) (ModelRecipe method) (ScorerRecipe method) (TransformerRecipe method) delete() (Dataset method) (DatasetProxy method), [1] (Experiment method) (ExperimentProxy method), [1] (Interpretation method) (ModelDiagnostic method), [1] (Project method) (TritonDeployment method) (Visualization method)

deploy_to_triton_in_local() (Deployments method) deploy_to_triton_in_remote() (Deployments method) Deployments (class in driverlessai._deployments) deployments (Client property) description (Project property) (ScorerRecipe property) disk_usage (Server property) do_refresh() (OAuth2TokenProvider method) docs() (Server method) download() (AutoDoc method) (DAIServerLog method) (Dataset method) (ExperimentArtifacts method) (ExperimentLog method) (ExplainerArtifacts method) (ExplainerFrames method) (InterpretationArtifacts method) (Prediction method) (Transformation method) download_predictions() (ModelDiagnostic method), [1] download_transformed_test_dataset() (FitAndTransformation method) download_transformed_training_dataset() (FitAndTransformation method) download_transformed_validation_dataset() (FitAndTransformation method) DT_ID (ExplanationPlots attribute)

E

ensure_fresh_token() (OAuth2TokenProvider method) experiment (AutoDoc property) Experiment (class in driverlessai._experiments) experiment (Interpretation property) (ModelDiagnostic property), [1] experiment_stats (Server property) ExperimentArtifacts (class in driverlessai._experiments) ExperimentLog (class in driverlessai._experiments) ExperimentMetricPlots (class in driverlessai._experiments) ExperimentProxy (class in driverlessai._admin), [1] Experiments (class in driverlessai._experiments) experiments (Client property) (Project property) Explainer (class in driverlessai._mli)

ExplainerArtifacts (class in driverlessai._mli) ExplainerData (class in driverlessai._mli) ExplainerFrames (class in driverlessai._mli) ExplainerList (class in driverlessai._mli) ExplainerRecipe (class in driverlessai._recipes) ExplainerRecipes (class in driverlessai._recipes) explainers (Interpretation property) (Recipes property) explanation_plots (Interpretation property) ExplanationPlots (class in driverlessai._mli) export() (Dataset method) (ExperimentArtifacts method) export_dai_file() (Experiment method) export_triton_model() (Experiment method)

F

file_name (DAIServerLog property) (ExperimentLog property) file_path (Dataset property) (Transformation property) file_paths (ExperimentArtifacts property) (ExplainerArtifacts property) (InterpretationArtifacts property) (Prediction property) file_size (Dataset property) finish() (Experiment method) fit_and_transform() (Experiment method) fit_and_transform_async() (Experiment method) FitAndTransformation (class in driverlessai._experiments)

FitAndTransformationJob (class in driverlessai._experiments) fold_column (FitAndTransformation property) 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) frame_as_pandas() (ExplainerFrames method) frame_names() (ExplainerFrames method) frame_paths (ExplainerFrames property) frames (Explainer property)

G

gains_chart (ExperimentMetricPlots property) (ModelDiagnosticMetricPlots property), [1] get() (AutoViz method) (Datasets method) (Experiments method) (IIDMethods method) (ModelDiagnostics method), [1] (Projects method) (TimeseriesMethods method) get_by_key() (ExplainerList method) get_by_name() (ExplainerList method) get_data() (Explainer method) get_from_triton_in_local() (Deployments method) get_from_triton_in_remote() (Deployments method) get_used_in_experiments() (Dataset method)

gpu_usages (Server property) gui() (AutoViz method) (Dataset method) (Datasets method) (Deployments method) (Experiment method) (Experiments method) (Interpretation method) (MLI method) (ModelDiagnostic method), [1] (ModelDiagnostics method), [1] (Project method) (Projects method) (Server method) (Visualization method)

H

head() (DAIServerLog method) (Dataset method) (ExperimentLog method)

headers (Table property) heatmaps (Visualization property) histograms (Visualization property) Hyperlink (class in driverlessai._utils)

I

id (Explainer property) (ExplainerRecipe property) iid (MLI property) IIDMethods (class in driverlessai._mli) import_dai_file() (Experiments method) included_dataset_columns (Prediction property) (PredictionJobs property) (Transformation property) (TransformationJob property) includes_labels (Prediction property) (PredictionJobs property) (Transformation property) (TransformationJob 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) index() (ExplainerList method) individuals (Recipes property) inputs (TritonModel attribute) Interpretation (class in driverlessai._mli) InterpretationArtifacts (class in driverlessai._mli) is_active (ExplainerRecipe property) (ModelRecipe property) (ScorerRecipe property) (TransformerRecipe property)

is_admin (Admin property), [1] is_complete() (DatasetJob method) (Experiment method) (ExperimentProxy method), [1] (Explainer method) (FitAndTransformationJob method) (Interpretation method) (PredictionJobs method) (TransformationJob method) (VisualizationJob method) is_custom (ExplainerRecipe property) (ModelRecipe property) (ScorerRecipe property) (TransformerRecipe property) is_deprecated (Experiment property) (Visualization property) is_local_deployment (TritonDeployment property) is_running() (DatasetJob method) (Experiment method) (ExperimentProxy method), [1] (Explainer method) (FitAndTransformationJob method) (Interpretation method) (PredictionJobs method) (TransformationJob method) (VisualizationJob method) is_server_up() (in module driverlessai) is_unsupervised (ModelRecipe property) is_valid() (License method)

J

jobs (PredictionJobs property)

K

key (AutoDoc property) (CustomPlot property) (Dataset property) (DatasetJob property) (DatasetProxy property), [1] (Experiment property) (ExperimentProxy property), [1] (Explainer property) (ExplainerRecipe property) (FitAndTransformationJob property) (Interpretation property) (ModelDiagnostic property), [1] (ModelRecipe property) (Project property) (ScorerRecipe property) (TransformationJob property) (TransformerRecipe property) (TritonDeployment property) (Visualization property) (VisualizationJob property)

keys (Prediction property) (PredictionJobs property) (Transformation property) (TransformationJob property) ks_chart (ExperimentMetricPlots property) (ModelDiagnosticMetricPlots property), [1]

L

last_modified (DAIServerLog property) leaderboard() (Experiments method) License (class in driverlessai._server) license (Server property) lift_chart (ExperimentMetricPlots property) (ModelDiagnosticMetricPlots property), [1] link_dataset() (Project method) link_experiment() (Project method) list() (AutoViz method) (Connectors method) (Datasets method) (ExperimentArtifacts method) (Experiments method) (ExplainerArtifacts method) (ExplainerRecipes method) (IIDMethods method) (InterpretationArtifacts method) (ModelDiagnostics method), [1] (ModelRecipes method) (Projects method) (ScorerRecipes method) (TimeseriesMethods method) (TransformerRecipes method)

list_current_users() (Admin method), [1] list_datasets() (Admin method), [1] list_experiments() (Admin method), [1] list_server_logs() (Admin method), [1] list_triton_deployments() (Deployments method) list_users() (Admin method), [1] load() (TritonDeployment method) log (Dataset property) (Experiment property) (Visualization property)

M

memory_usage (Server property) merge_by_rows() (Dataset method) metric_plots (Experiment property) (ModelDiagnostic property), [1] metrics() (Experiment method) MLI (class in driverlessai._mli) mli (Client property) model_diagnostics (Client property)

ModelDiagnostic (class in driverlessai._model_diagnostics), [1] ModelDiagnosticMetricPlots (class in driverlessai._model_diagnostics), [1] ModelDiagnostics (class in driverlessai._model_diagnostics), [1] 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 (AutoDoc property) (CustomPlot property) (Dataset property) (DatasetJob property) (DatasetProxy property), [1] (Experiment property) (ExperimentProxy property), [1] (Explainer property) (ExplainerRecipe property) (FitAndTransformationJob property) (Interpretation property) (ModelDiagnostic property), [1] (ModelRecipe property) (Project property) (ScorerRecipe property) (TransformationJob property) (TransformerRecipe property) (TritonDeployment property) (TritonModel attribute) (Visualization property) (VisualizationJob property)

notifications() (Experiment method)

O

OAuth2TokenProvider (class in driverlessai.token_providers._core) ORIG_SHAP_ID (ExplanationPlots attribute) outliers (Visualization property)

outputs (TritonModel attribute) owner (DatasetProxy property), [1] (ExperimentProxy property), [1]

P

parallel_coordinates_plot (Visualization property) partial_dependence_plot() (ExplanationPlots method) PD_ID (ExplanationPlots attribute) platform (TritonModel attribute) plot_data (CustomPlot property) pre_transformers (Recipes property) prec_recall_curve (ExperimentMetricPlots property) (ModelDiagnosticMetricPlots property), [1]

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) recommendations (Visualization property) redescribe() (Project method) refresh_possible() (OAuth2TokenProvider method) refresh_required() (OAuth2TokenProvider method) remove_custom_plot() (Visualization method) rename() (Dataset method) (Experiment method) (Interpretation method) (Project method) residual_histogram (ModelDiagnosticMetricPlots property), [1] residual_plot (ExperimentMetricPlots property) (ModelDiagnosticMetricPlots property), [1]

result() (DatasetJob method) (Experiment method) (Explainer method) (FitAndTransformationJob method) (Interpretation method) (PredictionJobs method) (TransformationJob method) (VisualizationJob method) retrain() (Experiment method) retrain_async() (Experiment method) roc_curve (ExperimentMetricPlots property) (ModelDiagnosticMetricPlots property), [1] run_duration (Experiment property) (ExperimentProxy property), [1] (Interpretation property)

S

scatter_plot (Visualization property) ScorerRecipe (class in driverlessai._recipes) ScorerRecipes (class in driverlessai._recipes) scorers (Recipes property) scores (ModelDiagnostic property), [1] search_expert_settings() (Experiments method) (MLI method) search_settings() (ExplainerRecipe method) seed (FitAndTransformation property) Server (class in driverlessai._server) server (Client property) set_datetime_format() (Dataset method) set_logical_types() (Dataset method) settings (Experiment property) (ExperimentProxy property), [1] (ExplainerRecipe property) (Interpretation property) SHAP_SUM_ID (ExplanationPlots attribute) shape (Dataset property) shapley_summary_plot_for_original_features() (ExplanationPlots method) shapley_values_for_original_features() (ExplanationPlots method) shapley_values_for_transformed_features() (ExplanationPlots method)

share() (Project method) sharings (Project property) show_settings() (ExplainerRecipe method) size (DAIServerLog property) (Experiment property) (ExperimentProxy property), [1] split_to_train_test() (Dataset method) split_to_train_test_async() (Dataset method) state (TritonDeployment property) status() (DatasetJob method) (Experiment method) (ExperimentProxy method), [1] (Explainer method) (FitAndTransformationJob method) (Interpretation method) (PredictionJobs method) (TransformationJob method) (VisualizationJob method) storage_enabled (Server property) summarize() (Dataset method) summarize_async() (Dataset method) summary() (Experiment method) surrogate_decision_tree() (ExplanationPlots method)

T

Table (class in driverlessai._utils) tail() (DAIServerLog method) (Dataset method) (ExperimentLog method) test_dataset (FitAndTransformation property) (ModelDiagnostic property), [1] timeseries (MLI property) TimeseriesMethods (class in driverlessai._mli) to_dict() (Experiment method) to_pandas() (Prediction method) (Transformation method) training_dataset (FitAndTransformation property)

TRANS_SHAP_ID (ExplanationPlots attribute) transfer_data() (Admin method), [1] transform() (Experiment method) transform_async() (Experiment method) Transformation (class in driverlessai._experiments) TransformationJob (class in driverlessai._experiments) TransformerRecipe (class in driverlessai._recipes) TransformerRecipes (class in driverlessai._recipes) transformers (Recipes property) triton_model (TritonDeployment property) triton_server_hostname (TritonDeployment property) TritonDeployment (class in driverlessai._deployments) TritonModel (class in driverlessai._deployments)

U

unlink_dataset() (Project method) unlink_experiment() (Project method) unload() (TritonDeployment method) unshare() (Project method) update_code() (ExplainerRecipe method) (ModelRecipe method) (ScorerRecipe method) (TransformerRecipe method)

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

V

validation_dataset (FitAndTransformation property) validation_split_fraction (FitAndTransformation property) variable_importance() (Experiment method)

version (Server property) versions (TritonModel attribute) Visualization (class in driverlessai._autoviz) VisualizationJob (class in driverlessai._autoviz)

W

with_settings() (ExplainerRecipe method)

workers (Server property)