Index

A

age_files (eegyolk.rawf.RawData attribute) (eegyolk.rawf.SwitchedRawData attribute) age_groups (eegyolk.rawf.RawData attribute) (eegyolk.rawf.SwitchedRawData attribute)

algorithm() (eegyolk.ml.Regressions method) as_mne (eegyolk.rawf.RawData property) (eegyolk.rawf.SwitchedRawData property)

B

band_pass_filter() (in module eegyolk.helper_functions) baseline (eegyolk.cnt.CntReader attribute) best_fit() (eegyolk.ml.Dummy method) (eegyolk.ml.Regression method)

breakdown_by_age() (eegyolk.rawf.RawData method) (eegyolk.rawf.RawDataBdf method) (eegyolk.rawf.SwitchedRawData method)

C

CNN() (in module eegyolk.epod_models) cnt_read_args (eegyolk.rawf.RawData attribute) (eegyolk.rawf.SwitchedRawData attribute) CntReader (class in eegyolk.cnt) col_names_from_feautres() (eegyolk.cnt.CntReader method)

Config (class in eegyolk.config) count_events() (eegyolk.rawf.RawData method) (eegyolk.rawf.SwitchedRawData method) create_epoch() (in module eegyolk.helper_functions) create_labeled_dataset() (in module eegyolk.data_functions) csv_h5_paths() (eegyolk.cnt.CntReader method)

D

default_layout (eegyolk.config.Config attribute) default_locations (eegyolk.config.Config attribute) downscale() (eegyolk.loaders.RegressionsLoader method)

DT() (in module eegyolk.epod_models) Dummy (class in eegyolk.ml) dump() (eegyolk.ml.Regression method)

E

eegyolk module eegyolk.cnt module eegyolk.config module eegyolk.data_functions module eegyolk.display_helper module eegyolk.epod_helper module eegyolk.epod_models module

eegyolk.helper_functions module eegyolk.loaders module eegyolk.ml module eegyolk.nn module eegyolk.rawf module Emrvr (class in eegyolk.ml) event_idx (eegyolk.cnt.CntReader attribute) evoked_responses() (in module eegyolk.helper_functions)

F

fill_unlabeled() (eegyolk.rawf.RawData method) (eegyolk.rawf.SwitchedRawData method) filter_broken() (eegyolk.rawf.RawData method) (eegyolk.rawf.RawDataBdf method) (eegyolk.rawf.SwitchedRawData method) filter_eeg_raw() (in module eegyolk.helper_functions)

fit() (eegyolk.ml.Dummy method) (eegyolk.ml.RandomForest method) (eegyolk.ml.Regression method) (eegyolk.nn.NnOptimizer method) fit_model() (eegyolk.nn.NnOptimizer method) fully_connected_model() (eegyolk.nn.NnOptimizer method)

G

generate_epoch() (in module eegyolk.data_functions) generate_frequency_distribution() (in module eegyolk.data_functions) generate_sine_wave() (in module eegyolk.data_functions) get_directory() (eegyolk.config.Config method) grid_search() (eegyolk.ml.Dummy method) (eegyolk.ml.RandomForest method) (eegyolk.ml.Regression method)

group_events_12() (in module eegyolk.epod_helper) gs_parameters (eegyolk.ml.Lsv attribute) (eegyolk.ml.Sgd attribute) (eegyolk.ml.Svr attribute)

H

hash_it_up_right_all() (in module eegyolk.helper_functions)

hpass (eegyolk.cnt.CntReader attribute)

I

input_mmr_prep() (in module eegyolk.helper_functions)

input_shape (eegyolk.nn.NnOptimizer attribute)

K

known_channel_sets (eegyolk.cnt.CntReader attribute)

L

load() (eegyolk.config.Config method) (eegyolk.loaders.RegressionsLoader method) load_all() (eegyolk.loaders.RegressionsLoader method) load_events() (in module eegyolk.data_functions) load_metadata() (in module eegyolk.data_functions) (in module eegyolk.helper_functions)

load_model() (eegyolk.ml.Regression method) load_raw_dataset() (in module eegyolk.data_functions) lpass (eegyolk.cnt.CntReader attribute) LR() (in module eegyolk.epod_models) Lsv (class in eegyolk.ml)

M

make_ordinal() (in module eegyolk.display_helper) max_bad_channels (eegyolk.cnt.CntReader attribute) max_bad_fraction (eegyolk.cnt.CntReader attribute) merge() (eegyolk.config.Config method) MLP() (in module eegyolk.epod_models) MneViewer (class in eegyolk.rawf) model_name() (eegyolk.nn.NnOptimizer method) module eegyolk eegyolk.cnt eegyolk.config eegyolk.data_functions eegyolk.display_helper eegyolk.epod_helper eegyolk.epod_models eegyolk.helper_functions eegyolk.loaders eegyolk.ml eegyolk.nn eegyolk.rawf

N

NnOptimizer (class in eegyolk.nn)

O

optimization_params (eegyolk.nn.NnOptimizer attribute)

optimize() (eegyolk.nn.NnOptimizer method)

P

parameters (eegyolk.ml.Emrvr attribute) (eegyolk.ml.Lsv attribute) (eegyolk.ml.RandomForest attribute) (eegyolk.ml.Sgd attribute) (eegyolk.ml.Svr attribute)

plot_array_as_evoked() (in module eegyolk.display_helper) plot_ERP() (in module eegyolk.display_helper) predict() (eegyolk.ml.Regression method) (eegyolk.nn.NnOptimizer method) preprocess() (in module eegyolk.cnt)

R

random_frequency_from_density_distribution() (in module eegyolk.data_functions) RandomForest (class in eegyolk.ml) RawData (class in eegyolk.rawf) RawDataBdf (class in eegyolk.rawf) read() (eegyolk.cnt.CntReader method) read_age_group() (eegyolk.rawf.RawData method) (eegyolk.rawf.SwitchedRawData method) read_ages_meta() (eegyolk.rawf.RawData method) (eegyolk.rawf.SwitchedRawData method) read_all_age_groups() (eegyolk.rawf.RawData method) (eegyolk.rawf.SwitchedRawData method)

read_bdf() (eegyolk.rawf.RawDataBdf method) read_cnt() (eegyolk.rawf.RawData method) (eegyolk.rawf.SwitchedRawData method) read_good_cnt() (eegyolk.rawf.RawData method) (eegyolk.rawf.SwitchedRawData method) refine_ds() (eegyolk.loaders.RegressionsLoader method) Regression (class in eegyolk.ml) Regressions (class in eegyolk.ml) RegressionsLoader (class in eegyolk.loaders) required_directories (eegyolk.config.Config attribute) rms() (eegyolk.cnt.CntReader method) roots (eegyolk.config.Config attribute)

S

save_experiment_names() (in module eegyolk.data_functions) save_longer_events() (in module eegyolk.data_functions) save_preprocessed() (eegyolk.cnt.CntReader method) save_preprocessed_row() (eegyolk.cnt.CntReader method) scorer() (eegyolk.ml.Regression method) select_bad_epochs_list() (in module eegyolk.cnt) selected_features() (eegyolk.cnt.CntReader method) Sgd (class in eegyolk.ml)

show_plot() (in module eegyolk.display_helper) show_plot_advanced() (in module eegyolk.display_helper) show_raw_fragment() (in module eegyolk.display_helper) simple_load_metadata() (in module eegyolk.data_functions) split() (eegyolk.loaders.RegressionsLoader method) SVM() (in module eegyolk.epod_models) Svr (class in eegyolk.ml) SwitchedRawData (class in eegyolk.rawf)

T

threshold (eegyolk.cnt.CntReader attribute)

tmax (eegyolk.cnt.CntReader attribute) tmin (eegyolk.cnt.CntReader attribute)

U

unlabeled() (eegyolk.rawf.RawData method) (eegyolk.rawf.SwitchedRawData method)

usage() (eegyolk.config.Config method)

V

validate() (eegyolk.config.Config method)

X

xy_train() (eegyolk.ml.Regression method)