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A
accumulate_screenings() (in module tools.labeler)
AlarmDataLoader (class in tools.data_loader)
analysis.evaluate_balance
module
analysis.evaluate_classification_cases
module
analysis.evaluate_gender_bias
module
analysis.evaluate_preprocessing
module
analysis.evaluate_survival_case
module
analysis.find_best_ats_resolution
module
analysis.find_best_features
module
annotate_falls() (in module tools.labeler)
api.bearer
module
api.main
module
assert_datetime() (in module utility.time)
B
BaseClassifer (class in tools.classifiers)
BaseCleaner (class in tools.cleaner)
BaseDataLoader (class in tools.data_loader)
BaseRawLoader2021 (class in tools.raw_loader)
BoxCoxNormalizer (class in analysis.evaluate_preprocessing)
BoxCoxNormalizerNoGender (class in analysis.evaluate_preprocessing)
C
check_batch_size() (in module utility.embedder)
check_epochs() (in module utility.embedder)
check_not_empty_dataframe() (in module utility.embedder)
check_target_existent_in_df() (in module utility.embedder)
check_target_name() (in module utility.embedder)
check_train_ratio() (in module utility.embedder)
clean_assistive_aids() (tools.cleaner.BaseCleaner method)
(tools.cleaner.Cleaner2021 method)
clean_patient_data() (tools.cleaner.BaseCleaner method)
(tools.cleaner.Cleaner2021 method)
clean_screening_content() (tools.cleaner.BaseCleaner method)
(tools.cleaner.Cleaner2021 method)
clean_status_set() (tools.cleaner.BaseCleaner method)
(tools.cleaner.Cleaner2021 method)
clean_training_cancelled() (tools.cleaner.BaseCleaner method)
(tools.cleaner.Cleaner2021 method)
clean_training_done() (tools.cleaner.BaseCleaner method)
(tools.cleaner.Cleaner2021 method)
Cleaner2021 (class in tools.cleaner)
CompleteDataLoader (class in tools.data_loader)
ComplianceDataLoader (class in tools.data_loader)
compute_mean() (in module utility.metrics)
compute_std() (in module utility.metrics)
convert_date_to_datetime() (in module tools.inputter)
D
Data (class in utility.data)
data.load_and_clean_data
module
data.make_alarm_data
module
data.make_dataset_count
module
data.make_dataset_emb
module
data.make_dataset_full
module
data.make_dataset_ohe
module
data.make_dataset_ordinal
module
data.make_screening_data
module
db.insert_data_into_db
module
do_citizens_complete_sessions() (in module tools.labeler)
do_citizens_fall() (in module tools.labeler)
do_citizens_reach_compliance() (in module tools.labeler)
DummyNormalizer (class in analysis.evaluate_preprocessing)
DummyScaler (class in analysis.evaluate_preprocessing)
E
encode_dataframe() (in module utility.embedder)
encode_vector_label() (in module tools.preprocessor)
eval_gini() (in module utility.metrics)
evaluate() (tools.classifiers.BaseClassifer method)
extract_cat_count() (in module tools.preprocessor)
F
FallDataLoader (class in tools.data_loader)
fit() (tools.neural_embedder.NeuralEmbedder method)
fit_transform() (analysis.evaluate_preprocessing.BoxCoxNormalizer method)
(analysis.evaluate_preprocessing.BoxCoxNormalizerNoGender method)
(analysis.evaluate_preprocessing.DummyNormalizer method)
(analysis.evaluate_preprocessing.DummyScaler method)
G
get_all_columns_except() (in module utility.embedder)
get_ats() (in module tools.inputter)
get_ats_list() (in module tools.preprocessor)
get_avg_loan_period() (in module tools.inputter)
get_birth_year() (in module tools.inputter)
get_cancels_week() (in module tools.inputter)
get_citizen_data() (in module tools.inputter)
get_class_weight() (in module tools.preprocessor)
get_cm_by_protected_variable() (in module utility.metrics)
get_data() (tools.data_loader.BaseDataLoader method)
get_embedded_weights() (tools.neural_embedder.NeuralEmbedder method)
get_embedding_size() (in module utility.embedder)
(tools.neural_embedder.NetworkCategory method)
get_exercise_content() (in module tools.inputter)
get_features() (tools.data_loader.BaseDataLoader method)
get_gender() (in module tools.inputter)
get_interval_length() (in module tools.inputter)
get_labels_path() (tools.neural_embedder.NeuralEmbedder method)
get_max_evaluation() (in module tools.inputter)
get_mean_cancels_week() (in module tools.inputter)
get_mean_evaluation() (in module tools.inputter)
get_mean_time_between_cancels() (in module tools.inputter)
get_min_evaluation() (in module tools.inputter)
get_n_cancel_week_min() (in module tools.inputter)
get_n_training_week() (in module tools.inputter)
get_n_training_week_max() (in module tools.inputter)
get_n_training_week_min() (in module tools.inputter)
get_n_training_window() (in module tools.inputter)
get_n_weeks_with_training() (in module tools.inputter)
get_n_weeks_without_training() (in module tools.inputter)
get_needs() (in module tools.inputter)
get_needs_reason() (in module tools.inputter)
get_number_ats() (in module tools.inputter)
get_number_exercises() (in module tools.inputter)
get_numerical_cols() (in module utility.embedder)
get_physics() (in module tools.inputter)
get_physics_reason() (in module tools.inputter)
get_scaler_path() (tools.neural_embedder.NeuralEmbedder method)
get_screening_data() (in module tools.inputter)
get_std_evaluation() (in module tools.inputter)
get_time_between_training_mean() (in module tools.inputter)
get_training_week() (in module tools.inputter)
get_visualizations_dir() (tools.neural_embedder.NeuralEmbedder method)
get_weights_path() (tools.neural_embedder.NeuralEmbedder method)
get_X_y() (in module tools.preprocessor)
(in module utility.embedder)
gini_xgb() (in module utility.metrics)
I
is_not_single_embedding() (in module utility.embedder)
K
KnnClassifier (class in tools.classifiers)
L
load_assistive_aids() (tools.raw_loader.BaseRawLoader2021 method)
(tools.raw_loader.RawLoader2021 method)
load_config() (in module utility.config)
load_data() (tools.data_loader.AlarmDataLoader method)
(tools.data_loader.BaseDataLoader method)
(tools.data_loader.CompleteDataLoader method)
(tools.data_loader.ComplianceDataLoader method)
(tools.data_loader.FallDataLoader method)
(tools.data_loader.RiskDataLoader method)
load_iso_classes() (tools.raw_loader.BaseRawLoader2021 method)
(tools.raw_loader.RawLoader2021 method)
load_screening_content() (tools.raw_loader.BaseRawLoader2021 method)
(tools.raw_loader.RawLoader2021 method)
load_status_set() (tools.raw_loader.BaseRawLoader2021 method)
(tools.raw_loader.RawLoader2021 method)
load_training_cancelled() (tools.raw_loader.BaseRawLoader2021 method)
(tools.raw_loader.RawLoader2021 method)
load_training_done() (tools.raw_loader.BaseRawLoader2021 method)
(tools.raw_loader.RawLoader2021 method)
LrClassifier (class in tools.classifiers)
M
make_complete_label() (in module tools.labeler)
make_compliance_label() (in module tools.labeler)
make_fall_label() (in module tools.labeler)
make_model() (tools.classifiers.BaseClassifer method)
(tools.classifiers.KnnClassifier method)
(tools.classifiers.LrClassifier method)
(tools.classifiers.MlpClassifier method)
(tools.classifiers.RfClassifier method)
(tools.classifiers.SvmClassifier method)
(tools.classifiers.XgbClassifier method)
make_plot_from_history() (in module utility.embedder)
make_risk_label() (in module tools.labeler)
make_visualizations() (in module utility.embedder)
make_visualizations_from_network() (tools.neural_embedder.NeuralEmbedder method)
MlpClassifier (class in tools.classifiers)
model.train_alarm_model
module
model.train_complete_model
module
model.train_compliance_model
module
module
analysis.evaluate_balance
analysis.evaluate_classification_cases
analysis.evaluate_gender_bias
analysis.evaluate_preprocessing
analysis.evaluate_survival_case
analysis.find_best_ats_resolution
analysis.find_best_features
api.bearer
api.main
data.load_and_clean_data
data.make_alarm_data
data.make_dataset_count
data.make_dataset_emb
data.make_dataset_full
data.make_dataset_ohe
data.make_dataset_ordinal
data.make_screening_data
db.insert_data_into_db
model.train_alarm_model
model.train_complete_model
model.train_compliance_model
tools.classifiers
tools.cleaner
tools.data_loader
tools.file_reader
tools.file_writer
tools.inputter
tools.labeler
tools.neural_embedder
tools.preprocessor
tools.raw_loader
tuning.tune_alarm_boost_wb
tuning.tune_alarm_rsf_wb
tuning.tune_complete_rf_wb
tuning.tune_complete_xgb_wb
tuning.tune_compliance_rf_wb
tuning.tune_compliance_xgb_wb
utility.config
utility.data
utility.embedder
utility.metrics
utility.time
N
NetworkCategory (class in tools.neural_embedder)
NeuralEmbedder (class in tools.neural_embedder)
normalize_data() (in module tools.preprocessor)
O
one_hot_encode() (in module tools.preprocessor)
P
prepare_data() (tools.data_loader.BaseDataLoader method)
prepare_data_for_emb() (in module tools.preprocessor)
prepare_data_split() (tools.data_loader.BaseDataLoader method)
R
RawLoader2021 (class in tools.raw_loader)
read_array() (in module tools.file_reader)
read_csv() (in module tools.file_reader)
(in module utility.data)
read_embedding() (in module tools.file_reader)
read_excelfile() (in module tools.file_reader)
read_excelfile_sheets() (in module tools.file_reader)
read_joblib() (in module tools.file_reader)
read_pickle() (in module tools.file_reader)
(in module utility.data)
replace_cat_values() (in module tools.preprocessor)
RfClassifier (class in tools.classifiers)
RiskDataLoader (class in tools.data_loader)
S
sample() (in module tools.preprocessor)
save_labels() (tools.neural_embedder.NeuralEmbedder method)
save_model() (tools.neural_embedder.NeuralEmbedder method)
save_weights() (tools.neural_embedder.NeuralEmbedder method)
scale_data() (in module tools.preprocessor)
series_to_list() (in module tools.preprocessor)
(in module utility.embedder)
split_cat_columns() (in module tools.preprocessor)
SvmClassifier (class in tools.classifiers)
T
tools.classifiers
module
tools.cleaner
module
tools.data_loader
module
tools.file_reader
module
tools.file_writer
module
tools.inputter
module
tools.labeler
module
tools.neural_embedder
module
tools.preprocessor
module
tools.raw_loader
module
transpose_to_list() (in module tools.preprocessor)
(in module utility.embedder)
tuning.tune_alarm_boost_wb
module
tuning.tune_alarm_rsf_wb
module
tuning.tune_complete_rf_wb
module
tuning.tune_complete_xgb_wb
module
tuning.tune_compliance_rf_wb
module
tuning.tune_compliance_xgb_wb
module
U
utility.config
module
utility.data
module
utility.embedder
module
utility.metrics
module
utility.time
module
W
write_array() (in module tools.file_writer)
write_csv() (in module tools.file_writer)
(in module utility.data)
write_cv_plot() (in module tools.file_writer)
write_embedding() (in module tools.file_writer)
(in module utility.data)
write_joblib() (in module tools.file_writer)
write_pickle() (in module tools.file_writer)
(in module utility.data)
write_shap_importance_plot() (in module tools.file_writer)
X
XgbClassifier (class in tools.classifiers)
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