Index

A

asd_analysis() (in module brain_age_prediction.pad_analysis)

B

brain_age_prediction module brain_age_prediction.functional_model_selection module brain_age_prediction.joint_model_selection module brain_age_prediction.mae_analysis module brain_age_prediction.model_assessment module brain_age_prediction.pad_analysis module brain_age_prediction.structural_model_selection module

brain_age_prediction.utils module brain_age_prediction.utils.chek_model_type module brain_age_prediction.utils.custom_models module brain_age_prediction.utils.loading_data module brain_age_prediction.utils.model_selection_utils module brain_age_prediction.utils.stats_utils module brain_age_prediction.version module

C

check_model_type() (in module brain_age_prediction.utils.chek_model_type) compute_mae() (in module brain_age_prediction.mae_analysis) correlation() (in module brain_age_prediction.utils.stats_utils)

create_functional_model() (in module brain_age_prediction.utils.custom_models) create_joint_model() (in module brain_age_prediction.utils.custom_models) create_structural_model() (in module brain_age_prediction.utils.custom_models)

E

empirical_p_value() (in module brain_age_prediction.utils.stats_utils)

L

load_best_hyperparams() (in module brain_age_prediction.utils.custom_models) load_dataset() (in module brain_age_prediction.utils.loading_data)

load_model() (in module brain_age_prediction.utils.custom_models) load_model_architecture() (in module brain_age_prediction.model_assessment) load_train_test() (in module brain_age_prediction.utils.loading_data)

M

model_selection() (in module brain_age_prediction.utils.model_selection_utils) module brain_age_prediction brain_age_prediction.functional_model_selection brain_age_prediction.joint_model_selection brain_age_prediction.mae_analysis brain_age_prediction.model_assessment brain_age_prediction.pad_analysis brain_age_prediction.structural_model_selection brain_age_prediction.utils brain_age_prediction.utils.chek_model_type brain_age_prediction.utils.custom_models brain_age_prediction.utils.loading_data brain_age_prediction.utils.model_selection_utils brain_age_prediction.utils.stats_utils brain_age_prediction.version

P

plot_distributions() (in module brain_age_prediction.mae_analysis) (in module brain_age_prediction.pad_analysis)

plot_loss() (in module brain_age_prediction.model_assessment) preprocessing() (in module brain_age_prediction.utils.loading_data) print_grid_search_results() (in module brain_age_prediction.utils.model_selection_utils)

R

retrain() (in module brain_age_prediction.model_assessment)

S

save_model() (in module brain_age_prediction.model_assessment)

T

td_analysis() (in module brain_age_prediction.pad_analysis)