Index

_

__getattr__() (src.graphical_user_interface.output_wrapper.OutputWrapper method) __init__() (src.base_taskmanager.baseTaskManager method) (src.data_manager.DataManager method) (src.domain_classifier.classifier.CorpusClassifier method) (src.domain_classifier.classifier.CorpusClassifierMLP method) (src.domain_classifier.custom_model.CustomClassificationHead method) (src.domain_classifier.custom_model.CustomDataset method) (src.domain_classifier.custom_model.CustomEncoderLayer method) (src.domain_classifier.custom_model.CustomModel method) (src.domain_classifier.custom_model_mlp.CustomDatasetMLP method) (src.domain_classifier.custom_model_mlp.MLP method) (src.domain_classifier.preprocessor.CorpusDFProcessor method) (src.domain_classifier.preprocessor.CorpusProcessor method) (src.graphical_user_interface.analyze_keywords_window.AnalyzeKeywordsWindow method) (src.graphical_user_interface.get_keywords_window.GetKeywordsWindow method) (src.graphical_user_interface.get_topics_list_window.GetTopicsListWindow method) (src.graphical_user_interface.main_window.MainWindow method) (src.graphical_user_interface.output_wrapper.OutputWrapper method) (src.graphical_user_interface.worker.Worker method) (src.menu_navigator.menu_navigator.MenuNavigator method) (src.query_manager.QueryManager method) (src.task_manager.TaskManager method) (src.task_manager.TaskManagerCMD method)

__weakref__ (src.base_taskmanager.baseTaskManager attribute) (src.data_manager.DataManager attribute) (src.domain_classifier.classifier.CorpusClassifier attribute) (src.domain_classifier.preprocessor.CorpusDFProcessor attribute) (src.domain_classifier.preprocessor.CorpusProcessor attribute) (src.graphical_user_interface.constants.Constants attribute) (src.graphical_user_interface.messages.Messages attribute) (src.menu_navigator.menu_navigator.MenuNavigator attribute) (src.query_manager.QueryManager attribute)

A

add_tag_2_path() (in module src.utils.plotter) AL_sample() (src.domain_classifier.classifier.CorpusClassifier method) analyze_keywords() (src.task_manager.TaskManager method) (src.task_manager.TaskManagerCMD method) AnalyzeKeywordsWindow (class in src.graphical_user_interface.analyze_keywords_window) annotate() (src.domain_classifier.classifier.CorpusClassifier method) (src.task_manager.TaskManager method) append_text_evaluate() (src.graphical_user_interface.main_window.MainWindow method)

append_text_retrain_reval() (src.graphical_user_interface.main_window.MainWindow method) append_text_train() (src.graphical_user_interface.main_window.MainWindow method) ask_keywords() (src.query_manager.QueryManager method) ask_label() (src.query_manager.QueryManager method) ask_label_tag() (src.query_manager.QueryManager method) ask_labels() (src.query_manager.QueryManager method) ask_topics() (src.query_manager.QueryManager method) ask_value() (src.query_manager.QueryManager method)

B

base_plot_roc() (in module src.utils.plotter)

baseTaskManager (class in src.base_taskmanager) binary_metrics() (in module src.domain_classifier.metrics)

C

center() (src.graphical_user_interface.analyze_keywords_window.AnalyzeKeywordsWindow method) (src.graphical_user_interface.get_keywords_window.GetKeywordsWindow method) (src.graphical_user_interface.get_topics_list_window.GetTopicsListWindow method) (src.graphical_user_interface.main_window.MainWindow method) change_background_color_text_edit() (in module src.graphical_user_interface.util) clear() (src.menu_navigator.menu_navigator.MenuNavigator method) clicked_change_predicted_class() (src.graphical_user_interface.main_window.MainWindow method) clicked_evaluate_PU_model() (src.graphical_user_interface.main_window.MainWindow method) clicked_get_labels() (src.graphical_user_interface.main_window.MainWindow method) clicked_get_labels_option() (src.graphical_user_interface.main_window.MainWindow method) clicked_get_topic_list() (src.graphical_user_interface.get_topics_list_window.GetTopicsListWindow method) clicked_give_feedback() (src.graphical_user_interface.main_window.MainWindow method) clicked_load_corpus() (src.graphical_user_interface.main_window.MainWindow method) clicked_load_labels() (src.graphical_user_interface.main_window.MainWindow method) clicked_reevaluate_model() (src.graphical_user_interface.main_window.MainWindow method) clicked_reset_labels() (src.graphical_user_interface.main_window.MainWindow method) clicked_retrain_model() (src.graphical_user_interface.main_window.MainWindow method) clicked_select_keywords() (src.graphical_user_interface.get_keywords_window.GetKeywordsWindow method)

clicked_train_PU_model() (src.graphical_user_interface.main_window.MainWindow method) clicked_update_ndocs_al() (src.graphical_user_interface.main_window.MainWindow method) compute_keyword_stats() (src.domain_classifier.preprocessor.CorpusDFProcessor method) (src.domain_classifier.preprocessor.CorpusProcessor method) configure_import_labels_buttons() (src.graphical_user_interface.main_window.MainWindow method) confirm() (src.query_manager.QueryManager method) Constants (class in src.graphical_user_interface.constants) CorpusClassifier (class in src.domain_classifier.classifier) CorpusClassifierMLP (class in src.domain_classifier.classifier) CorpusDFProcessor (class in src.domain_classifier.preprocessor) CorpusProcessor (class in src.domain_classifier.preprocessor) create() (src.base_taskmanager.baseTaskManager method) create_data_loader() (src.domain_classifier.custom_model.CustomModel method) CustomClassificationHead (class in src.domain_classifier.custom_model) CustomDataset (class in src.domain_classifier.custom_model) CustomDatasetMLP (class in src.domain_classifier.custom_model_mlp) CustomEncoderLayer (class in src.domain_classifier.custom_model) CustomModel (class in src.domain_classifier.custom_model)

D

DataManager (class in src.data_manager) detect_english() (in module src.data_manager) do_after_evaluate_pu_model() (src.graphical_user_interface.main_window.MainWindow method) do_after_give_feedback() (src.graphical_user_interface.main_window.MainWindow method) do_after_import_labels() (src.graphical_user_interface.main_window.MainWindow method)

do_after_load_corpus() (src.graphical_user_interface.main_window.MainWindow method) do_after_reevaluate_model() (src.graphical_user_interface.main_window.MainWindow method) do_after_retrain_model() (src.graphical_user_interface.main_window.MainWindow method) do_after_train_classifier() (src.graphical_user_interface.main_window.MainWindow method) do_analysis() (src.graphical_user_interface.analyze_keywords_window.AnalyzeKeywordsWindow method)

E

eval_model() (src.domain_classifier.classifier.CorpusClassifier method) (src.domain_classifier.classifier.CorpusClassifierMLP method) (src.domain_classifier.custom_model.CustomModel method) (src.domain_classifier.custom_model_mlp.MLP method) evaluate_filter() (src.domain_classifier.preprocessor.CorpusDFProcessor method) evaluate_PUlabels() (src.task_manager.TaskManager method) evaluate_PUmodel() (src.task_manager.TaskManager method) execute_evaluate_pu_model() (src.graphical_user_interface.main_window.MainWindow method) execute_give_feedback() (src.graphical_user_interface.main_window.MainWindow method)

execute_import_labels() (src.graphical_user_interface.main_window.MainWindow method) execute_in_thread() (in module src.graphical_user_interface.util) execute_load_corpus() (src.graphical_user_interface.main_window.MainWindow method) execute_reevaluate_model() (src.graphical_user_interface.main_window.MainWindow method) execute_retrain_model() (src.graphical_user_interface.main_window.MainWindow method) execute_train_classifier() (src.graphical_user_interface.main_window.MainWindow method) export_annotations() (src.data_manager.DataManager method) (src.task_manager.TaskManager method) (src.task_manager.TaskManagerCMD method)

F

filter_by_keywords() (src.domain_classifier.preprocessor.CorpusDFProcessor method) filter_by_topics() (src.domain_classifier.preprocessor.CorpusDFProcessor method) forward() (src.domain_classifier.custom_model.CustomClassificationHead method) (src.domain_classifier.custom_model.CustomEncoderLayer method) (src.domain_classifier.custom_model.CustomModel method) (src.domain_classifier.custom_model_mlp.MLP method)

front_page() (src.menu_navigator.menu_navigator.MenuNavigator method)

G

get_annotation_list() (src.data_manager.DataManager method) get_annotations() (src.domain_classifier.classifier.CorpusClassifier method) get_corpus_list() (src.data_manager.DataManager method) get_dataset_list() (src.data_manager.DataManager method) get_feedback() (src.task_manager.TaskManager method) (src.task_manager.TaskManagerGUI method) get_keywords_list() (src.data_manager.DataManager method) get_labels_by_keywords() (src.task_manager.TaskManager method) (src.task_manager.TaskManagerCMD method) (src.task_manager.TaskManagerGUI method) get_labels_by_topics() (src.task_manager.TaskManager method) (src.task_manager.TaskManagerCMD method)

get_labels_by_zeroshot() (src.task_manager.TaskManager method) (src.task_manager.TaskManagerCMD method) (src.task_manager.TaskManagerGUI method) get_labels_from_docs() (src.task_manager.TaskManager method) get_model_list() (src.data_manager.DataManager method) get_options() (src.menu_navigator.menu_navigator.MenuNavigator method) get_suggested_keywords() (src.task_manager.TaskManagerGUI method) get_top_scores() (src.domain_classifier.preprocessor.CorpusDFProcessor method) (src.domain_classifier.preprocessor.CorpusProcessor method) get_topic_words() (src.task_manager.TaskManagerGUI method) GetKeywordsWindow (class in src.graphical_user_interface.get_keywords_window) GetTopicsListWindow (class in src.graphical_user_interface.get_topics_list_window)

I

import_AI_subcorpus() (src.data_manager.DataManager method) (src.task_manager.TaskManager method) import_annotations() (src.data_manager.DataManager method) (src.task_manager.TaskManager method) inferData() (src.domain_classifier.classifier.CorpusClassifierMLP method) inference() (src.task_manager.TaskManager method) init_feedback_elements() (src.graphical_user_interface.main_window.MainWindow method) init_ndocs_al() (src.graphical_user_interface.main_window.MainWindow method)

init_params() (src.graphical_user_interface.get_keywords_window.GetKeywordsWindow method) (src.graphical_user_interface.get_topics_list_window.GetTopicsListWindow method) init_params_train_pu_model() (src.graphical_user_interface.main_window.MainWindow method) init_ui() (src.graphical_user_interface.get_keywords_window.GetKeywordsWindow method) (src.graphical_user_interface.main_window.MainWindow method) initUI() (src.graphical_user_interface.analyze_keywords_window.AnalyzeKeywordsWindow method) (src.graphical_user_interface.get_topics_list_window.GetTopicsListWindow method) is_model() (src.data_manager.DataManager method)

L

label2label_metrics() (src.domain_classifier.classifier.CorpusClassifier method) load() (src.base_taskmanager.baseTaskManager method) (src.task_manager.TaskManager method) load_corpus() (src.data_manager.DataManager method) (src.task_manager.TaskManager method) load_dataset() (src.data_manager.DataManager method) load_embeddings() (src.domain_classifier.custom_model.CustomModel method) load_labels() (src.task_manager.TaskManager method)

load_model() (src.domain_classifier.classifier.CorpusClassifier method) (src.domain_classifier.classifier.CorpusClassifierMLP method) load_model_config() (src.domain_classifier.classifier.CorpusClassifier method) (src.domain_classifier.classifier.CorpusClassifierMLP method) load_new_labels() (src.data_manager.DataManager method) load_selected_docs() (src.data_manager.DataManager method) load_topic_metadata() (src.data_manager.DataManager method) load_topics() (src.data_manager.DataManager method)

M

MainWindow (class in src.graphical_user_interface.main_window) make_PU_dataset() (src.domain_classifier.preprocessor.CorpusDFProcessor method) MenuNavigator (class in src.menu_navigator.menu_navigator) Messages (class in src.graphical_user_interface.messages) MLP (class in src.domain_classifier.custom_model_mlp) module src.base_taskmanager src.data_manager src.domain_classifier.classifier src.domain_classifier.custom_model src.domain_classifier.custom_model_mlp src.domain_classifier.inference src.domain_classifier.metrics src.domain_classifier.preprocessor src.graphical_user_interface.analyze_keywords_window src.graphical_user_interface.constants src.graphical_user_interface.get_keywords_window src.graphical_user_interface.get_topics_list_window src.graphical_user_interface.main_window src.graphical_user_interface.messages src.graphical_user_interface.output_wrapper src.graphical_user_interface.util src.graphical_user_interface.worker src.graphical_user_interface.worker_signals src.menu_navigator.menu_navigator src.query_manager src.task_manager src.utils.plotter

N

navigate() (src.menu_navigator.menu_navigator.MenuNavigator method)

num_annotations() (src.domain_classifier.classifier.CorpusClassifier method)

O

OutputWrapper (class in src.graphical_user_interface.output_wrapper)

P

performance_metrics() (src.domain_classifier.classifier.CorpusClassifier method) (src.domain_classifier.preprocessor.CorpusProcessor method) performance_metrics_PN() (src.task_manager.TaskManager method) performance_metrics_PU() (src.task_manager.TaskManager method)

plot_doc_scores() (in module src.utils.plotter) plot_roc() (in module src.utils.plotter) plot_top_values() (in module src.utils.plotter) print_binary_metrics() (src.domain_classifier.classifier.CorpusClassifier method) print_metrics() (in module src.domain_classifier.metrics)

Q

query_options() (src.menu_navigator.menu_navigator.MenuNavigator method)

QueryManager (class in src.query_manager)

R

reevaluate_model() (src.task_manager.TaskManager method) remove_docs_from_topics() (src.domain_classifier.preprocessor.CorpusDFProcessor method) remove_temp_files() (src.data_manager.DataManager method) request_confirmation() (src.menu_navigator.menu_navigator.MenuNavigator method) reset_labels() (src.data_manager.DataManager method) (src.task_manager.TaskManager method)

reset_params_train_pu_model() (src.graphical_user_interface.main_window.MainWindow method) retrain_model() (src.domain_classifier.classifier.CorpusClassifier method) (src.domain_classifier.classifier.CorpusClassifierMLP method) (src.task_manager.TaskManager method) run() (src.graphical_user_interface.worker.Worker method)

S

sample_documents() (src.task_manager.TaskManager method) save_dataset() (src.data_manager.DataManager method) save_new_labels() (src.data_manager.DataManager method) save_selected_docs() (src.data_manager.DataManager method) score_based_metrics() (in module src.domain_classifier.metrics) score_by_keyword_count() (src.domain_classifier.preprocessor.CorpusDFProcessor method) score_by_keywords() (src.domain_classifier.preprocessor.CorpusDFProcessor method) score_by_topics() (src.domain_classifier.preprocessor.CorpusDFProcessor method) score_by_zeroshot() (src.domain_classifier.preprocessor.CorpusDFProcessor method) score_docs_by_keyword_count() (src.domain_classifier.preprocessor.CorpusProcessor method) score_docs_by_keywords() (src.domain_classifier.preprocessor.CorpusProcessor method) score_docs_by_zeroshot() (src.domain_classifier.preprocessor.CorpusProcessor method) setup() (src.base_taskmanager.baseTaskManager method) (src.task_manager.TaskManager method) show_corpora() (src.graphical_user_interface.main_window.MainWindow method) show_labels() (src.graphical_user_interface.main_window.MainWindow method) show_sampled_docs_for_labeling() (src.graphical_user_interface.main_window.MainWindow method) show_suggested_keywords() (src.graphical_user_interface.get_keywords_window.GetKeywordsWindow method) show_topics() (src.graphical_user_interface.get_topics_list_window.GetTopicsListWindow method) signal_accept() (in module src.graphical_user_interface.util) src.base_taskmanager module src.data_manager module src.domain_classifier.classifier module src.domain_classifier.custom_model module src.domain_classifier.custom_model_mlp module src.domain_classifier.inference module src.domain_classifier.metrics module

src.domain_classifier.preprocessor module src.graphical_user_interface.analyze_keywords_window module src.graphical_user_interface.constants module src.graphical_user_interface.get_keywords_window module src.graphical_user_interface.get_topics_list_window module src.graphical_user_interface.main_window module src.graphical_user_interface.messages module src.graphical_user_interface.output_wrapper module src.graphical_user_interface.util module src.graphical_user_interface.worker module src.graphical_user_interface.worker_signals module src.menu_navigator.menu_navigator module src.query_manager module src.task_manager module src.utils.plotter module str2dict() (src.query_manager.QueryManager static method) synchronize_scrolls() (src.graphical_user_interface.get_topics_list_window.GetTopicsListWindow method)

T

TaskManager (class in src.task_manager) TaskManagerCMD (class in src.task_manager) TaskManagerGUI (class in src.task_manager) toggle_menu() (in module src.graphical_user_interface.util) train_model() (src.domain_classifier.classifier.CorpusClassifier method) (src.domain_classifier.classifier.CorpusClassifierMLP method) (src.domain_classifier.custom_model.CustomModel method)

train_PUmodel() (src.task_manager.TaskManager method) (src.task_manager.TaskManagerCMD method) (src.task_manager.TaskManagerGUI method) train_test_split() (src.domain_classifier.classifier.CorpusClassifier method) (src.domain_classifier.classifier.CorpusClassifierMLP method)

U

update_annotations() (src.domain_classifier.classifier.CorpusClassifier method) update_params() (src.graphical_user_interface.get_keywords_window.GetKeywordsWindow method) (src.graphical_user_interface.get_topics_list_window.GetTopicsListWindow method)

update_params_train_pu_model() (src.graphical_user_interface.main_window.MainWindow method)

W

Worker (class in src.graphical_user_interface.worker)

WorkerSignals (class in src.graphical_user_interface.worker_signals)