Index

_

_accuracy_list (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) _assigned (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) _f1_list (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) _image_zoom (astronomicAL.dashboard.selected_source.SelectedSourceDashboard attribute) _label (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) _label_alias (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) _max_x (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) _max_y (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) _min_x (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) _min_y (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) _model_output_data_tr (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) _model_output_data_val (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) _precision_list (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) _queried_is_selected (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)

_recall_list (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) _return_to_train_view_button (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) _seen_caution (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) _seen_test_results (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) _show_caution (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) _show_test_results (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) _stop_caution_show_checkbox (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) _test_scores (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) _train_scores (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) _training (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) _update_labels_cb() (astronomicAL.settings.param_assignment.ParameterAssignment method) _update_variable_lists() (astronomicAL.dashboard.dashboard.LabellingDashboard method) _val_scores (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) _view_test_results_button (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)

A

ActiveLearningDashboard (class in astronomicAL.dashboard.active_learning) ActiveLearningModel (class in astronomicAL.active_learning.active_learning) ActiveLearningSettings (class in astronomicAL.settings.active_learning) add_active_learning() (astronomicAL.dashboard.active_learning.ActiveLearningDashboard method) add_classifier_button (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) all_al_data (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) assign_global_data() (astronomicAL.active_learning.active_learning.ActiveLearningModel method) assign_label_button (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) assign_label_group (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) astronomicAL.extensions.extension_plots module

astronomicAL.extensions.feature_generation module astronomicAL.extensions.models module astronomicAL.extensions.query_strategies module astronomicAL.utils.load_config module astronomicAL.utils.optimise module astronomicAL.utils.save_config module

C

check_required_column() (astronomicAL.dashboard.selected_source.SelectedSourceDashboard method) checkpoint_button (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) classifier_dropdown (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) classifier_table (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) classifier_table_source (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) conf_mat_test_fn (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) conf_mat_test_fp (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) conf_mat_test_tn (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) conf_mat_test_tp (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) conf_mat_tr_fn (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) conf_mat_tr_fp (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)

conf_mat_tr_tn (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) conf_mat_tr_tp (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) conf_mat_val_fn (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) conf_mat_val_fp (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) conf_mat_val_tn (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) conf_mat_val_tp (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) corr_train (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) corr_val (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) create_pipeline() (astronomicAL.dashboard.settings_dashboard.SettingsDashboard method) create_pool() (astronomicAL.active_learning.active_learning.ActiveLearningModel method) CustomPlot (class in astronomicAL.extensions.extension_plots)

D

Dashboard (class in astronomicAL.dashboard.dashboard) DataSelection (class in astronomicAL.settings.data_selection)

df (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) (astronomicAL.dashboard.selected_source.SelectedSourceDashboard attribute)

E

empty_selected() (astronomicAL.dashboard.selected_source.SelectedSourceDashboard method)

exclude_unclassified_labels() (astronomicAL.active_learning.active_learning.ActiveLearningModel method)

F

full_labelled_data (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)

G

generate_features() (astronomicAL.active_learning.active_learning.ActiveLearningModel method) get_dataframe_from_fits_file() (astronomicAL.settings.data_selection.DataSelection method) get_df() (astronomicAL.settings.active_learning.ActiveLearningSettings method) (astronomicAL.settings.data_selection.DataSelection method) get_id_column() (astronomicAL.settings.param_assignment.ParameterAssignment method)

get_label_colours() (astronomicAL.settings.param_assignment.ParameterAssignment method) get_label_column() (astronomicAL.settings.param_assignment.ParameterAssignment method) get_label_strings() (astronomicAL.settings.param_assignment.ParameterAssignment method) get_settings() (astronomicAL.dashboard.settings_dashboard.SettingsDashboard method) (astronomicAL.settings.param_assignment.ParameterAssignment method)

I

id_al_train (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) id_pool (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) id_test (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) id_train (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) id_val (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)

incorr_train (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) incorr_val (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) is_complete() (astronomicAL.settings.active_learning.ActiveLearningSettings method) (astronomicAL.settings.param_assignment.ParameterAssignment method) iterate_AL() (astronomicAL.active_learning.active_learning.ActiveLearningModel method)

L

LabellingDashboard (class in astronomicAL.dashboard.dashboard)

learner (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)

M

MenuDashboard (class in astronomicAL.dashboard.menu) module astronomicAL.extensions.extension_plots astronomicAL.extensions.feature_generation astronomicAL.extensions.models astronomicAL.extensions.query_strategies astronomicAL.utils.load_config astronomicAL.utils.optimise astronomicAL.utils.save_config

N

next_interation_button (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)

O

optical_image (astronomicAL.dashboard.selected_source.SelectedSourceDashboard attribute)

P

panel() (astronomicAL.active_learning.active_learning.ActiveLearningModel method) (astronomicAL.dashboard.active_learning.ActiveLearningDashboard method) (astronomicAL.dashboard.dashboard.Dashboard method) (astronomicAL.dashboard.dashboard.LabellingDashboard method) (astronomicAL.dashboard.menu.MenuDashboard method) (astronomicAL.dashboard.plot.PlotDashboard method) (astronomicAL.dashboard.selected_source.SelectedSourceDashboard method) (astronomicAL.dashboard.settings_dashboard.SettingsDashboard method) (astronomicAL.settings.active_learning.ActiveLearningSettings method) (astronomicAL.settings.data_selection.DataSelection method) (astronomicAL.settings.param_assignment.ParameterAssignment method)

panel_row (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) ParameterAssignment (class in astronomicAL.settings.param_assignment) pipeline (astronomicAL.dashboard.settings_dashboard.SettingsDashboard attribute) plot() (astronomicAL.dashboard.dashboard.LabellingDashboard method) (astronomicAL.dashboard.plot.PlotDashboard method) PlotDashboard (class in astronomicAL.dashboard.plot)

Q

queried_points (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) query_index (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)

query_new_point() (astronomicAL.active_learning.active_learning.ActiveLearningModel method) query_strategy_dropdown (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)

R

radio_image (astronomicAL.dashboard.selected_source.SelectedSourceDashboard attribute) remove_classifier_button (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) remove_from_pool() (astronomicAL.active_learning.active_learning.ActiveLearningModel method) request_test_results_button (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)

retrain (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) row (astronomicAL.dashboard.active_learning.ActiveLearningDashboard attribute) (astronomicAL.dashboard.menu.MenuDashboard attribute) (astronomicAL.dashboard.selected_source.SelectedSourceDashboard attribute) (astronomicAL.dashboard.settings_dashboard.SettingsDashboard attribute)

S

save_model() (astronomicAL.active_learning.active_learning.ActiveLearningModel method) scale_data() (astronomicAL.active_learning.active_learning.ActiveLearningModel method) scaler (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) selected_history (astronomicAL.dashboard.selected_source.SelectedSourceDashboard attribute) SelectedSourceDashboard (class in astronomicAL.dashboard.selected_source) set_contents() (astronomicAL.dashboard.dashboard.Dashboard method) SettingsDashboard (class in astronomicAL.dashboard.settings_dashboard) setup_learners() (astronomicAL.active_learning.active_learning.ActiveLearningModel method) setup_panel() (astronomicAL.active_learning.active_learning.ActiveLearningModel method)

setup_row (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) show_queried_button (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) show_queried_point() (astronomicAL.active_learning.active_learning.ActiveLearningModel method) split_x_y_ids() (astronomicAL.active_learning.active_learning.ActiveLearningModel method) split_y_ids() (astronomicAL.active_learning.active_learning.ActiveLearningModel method) src (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) (astronomicAL.dashboard.selected_source.SelectedSourceDashboard attribute) start_training_button (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) starting_num_points (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)

T

train_val_test_split() (astronomicAL.active_learning.active_learning.ActiveLearningModel method)

U

update_colours() (astronomicAL.settings.param_assignment.ParameterAssignment method) update_data() (astronomicAL.settings.active_learning.ActiveLearningSettings method) (astronomicAL.settings.param_assignment.ParameterAssignment method)

update_variable_lists() (astronomicAL.dashboard.plot.PlotDashboard method)

X

x_al_train (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) x_pool (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)

x_test (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) x_train (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) x_val (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)

Y

y_al_train (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) y_pool (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)

y_test (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) y_train (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute) y_val (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)