bluecast.blueprints.welcome

Module Contents

Classes

WelcomeToBlueCast

class bluecast.blueprints.welcome.WelcomeToBlueCast

automl_configurator() → None

_create_task_widget()

_create_debug_mode_widget()

_create_n_models_widget()

_create_shap_values_widget()

_create_n_folds_widget()

_create_oof_storage_path_widget()

_create_hyperparameter_tuning_rounds_widget()

_create_hyperparameter_tuning_max_runtime_secs_widget()

_create_plot_hyperparameter_tuning_overview_widget()

_create_show_detailed_tuning_logs_widget()

_create_submit_button()

on_submit_clicked(task, debug_mode, n_models, shap_values, n_folds, oof_storage_path, hyperparameter_tuning_rounds, hyperparameter_tuning_max_runtime_secs, plot_hyperparameter_tuning_overview, show_detailed_tuning_logs)

update_calc_shap_flag(calc_shap)

update_debug_flag(debug)

update_hyperparam_folds(n_folds)

update_oof_storage_path(oof_storage_path)

update_hyperparameter_tuning_rounds(rounds)

update_hyperparameter_tuning_max_runtime_secs(runtime_secs)

update_plot_hyperparameter_tuning_overview(plot_tuning_overview)

update_show_detailed_tuning_logs(show_logs)

instantiate_bluecast_instance(task, n_models: int, n_folds: int, oof_storage_path: str, autotune_model: bool, hyperparameter_tuning_rounds: int, hyperparameter_tuning_max_runtime_secs: int, plot_hyperparameter_tuning_overview: bool, show_detailed_tuning_logs: bool) → bluecast.blueprints.cast.BlueCast | bluecast.blueprints.cast_cv.BlueCastCV | bluecast.blueprints.cast_regression.BlueCastRegression | bluecast.blueprints.cast_cv_regression.BlueCastCVRegression