Index

A

activation_reverse_correlation() (in module braindecode.visualization.input_windows) AdamW (class in braindecode.torch_ext.optimizers) add_breaks() (in module braindecode.datautil.trial_segment) add_message_to_exception() (in module braindecode.util) amp_perturbation_additive() (in module braindecode.visualization.perturbation) amp_perturbation_multiplicative() (in module braindecode.visualization.perturbation)

And (class in braindecode.experiments.stopcriteria) apply() (braindecode.torch_ext.constraints.MaxNormDefaultConstraint method) (braindecode.util.FuncAndArgs method) apply_to_X_y() (in module braindecode.datautil.signal_target) AveragePerClassMisclassMonitor (class in braindecode.experiments.monitors) AvgPool2dWithConv (class in braindecode.torch_ext.modules) ax_scalp() (in module braindecode.visualization.plot)

B

BalancedBatchSizeIterator (class in braindecode.datautil.iterators) bandpass_cnt() (in module braindecode.datautil.signalproc) BaseModel (class in braindecode.models.base) BBCIDataset (class in braindecode.datasets.bbci) BCICompetition4Set2A (class in braindecode.datasets.bcic_iv_2a) braindecode (module) braindecode.datasets (module) braindecode.datasets.bbci (module) braindecode.datasets.bcic_iv_2a (module) braindecode.datasets.lazy_dataset (module) braindecode.datasets.multiple (module) braindecode.datasets.sensor_positions (module) braindecode.datautil (module) braindecode.datautil.iterators (module) braindecode.datautil.lazy_iterators (module) braindecode.datautil.signal_target (module) braindecode.datautil.signalproc (module) braindecode.datautil.splitters (module) braindecode.datautil.trial_segment (module) braindecode.datautil.util (module) braindecode.experiments (module) braindecode.experiments.experiment (module) braindecode.experiments.loggers (module) braindecode.experiments.monitors (module) braindecode.experiments.stopcriteria (module)

braindecode.mne_ext (module) braindecode.mne_ext.signalproc (module) braindecode.models (module) braindecode.models.base (module) braindecode.models.deep4 (module) braindecode.models.eegnet (module) braindecode.models.hybrid (module) braindecode.models.shallow_fbcsp (module) braindecode.models.util (module) braindecode.torch_ext (module) braindecode.torch_ext.constraints (module) braindecode.torch_ext.functions (module) braindecode.torch_ext.init (module) braindecode.torch_ext.losses (module) braindecode.torch_ext.modules (module) braindecode.torch_ext.optimizers (module) braindecode.torch_ext.schedulers (module) braindecode.torch_ext.util (module) braindecode.util (module) braindecode.version (module) braindecode.visualization (module) braindecode.visualization.input_windows (module) braindecode.visualization.perturbation (module) braindecode.visualization.plot (module) braindecode.visualization.sinfit (module)

C

calc_Hin() (in module braindecode.visualization.input_windows) calc_Hout() (in module braindecode.visualization.input_windows) calc_receptive_field_for_units_2d() (in module braindecode.visualization.input_windows) calc_receptive_field_size() (in module braindecode.visualization.input_windows) ClassBalancedBatchSizeIterator (class in braindecode.datautil.iterators) ColumnBelow (class in braindecode.experiments.stopcriteria) common_average_reference_cnt() (in module braindecode.mne_ext.signalproc) compile() (braindecode.models.base.BaseModel method) compute_amplitude_prediction_correlations() (in module braindecode.visualization.perturbation) compute_pred_labels_from_trial_preds() (in module braindecode.experiments.monitors) compute_preds_per_trial_from_crops() (in module braindecode.experiments.monitors) compute_preds_per_trial_from_n_preds_per_trial() (in module braindecode.experiments.monitors) compute_trial_labels_from_crop_preds() (in module braindecode.experiments.monitors) concatenate_np_array_or_add_lists() (in module braindecode.datautil.splitters) concatenate_raws_with_events() (in module braindecode.mne_ext.signalproc) concatenate_sets() (in module braindecode.datautil.splitters) concatenate_two_sets() (in module braindecode.datautil.splitters) confirm_gpu_availability() (in module braindecode.torch_ext.util)

Conv2dWithConstraint (class in braindecode.models.eegnet) corr() (in module braindecode.util) correlate_feature_maps() (in module braindecode.visualization.perturbation) CosineAnnealing (class in braindecode.torch_ext.schedulers) cov() (in module braindecode.util) create_network() (braindecode.models.deep4.Deep4Net method) (braindecode.models.eegnet.EEGNet method) (braindecode.models.eegnet.EEGNetv4 method) (braindecode.models.hybrid.HybridNet method) (braindecode.models.hybrid.HybridNetModule method) (braindecode.models.shallow_fbcsp.ShallowFBCSPNet method) create_signal_target() (in module braindecode.datautil.trial_segment) create_signal_target_from_raw_mne() (in module braindecode.datautil.trial_segment) create_signal_target_with_breaks_from_mne() (in module braindecode.datautil.trial_segment) CroppedTrialMisclassMonitor (class in braindecode.experiments.monitors) CropsFromTrialsIterator (class in braindecode.datautil.iterators) cuda() (braindecode.models.base.BaseModel method) custom_collate() (in module braindecode.datautil.lazy_iterators)

D

Deep4Net (class in braindecode.models.deep4) dict_compare() (in module braindecode.util)

dict_equal() (in module braindecode.util) dict_is_subset() (in module braindecode.util)

E

EEGNet (class in braindecode.models.eegnet) EEGNetv4 (class in braindecode.models.eegnet) err_fn_lin() (in module braindecode.visualization.sinfit) err_fn_sin() (in module braindecode.visualization.sinfit) eval_on_batch() (braindecode.experiments.experiment.Experiment method) evaluate() (braindecode.models.base.BaseModel method)

Experiment (class in braindecode.experiments.experiment) exponential_running_demean() (in module braindecode.datautil.signalproc) exponential_running_standardize() (in module braindecode.datautil.signalproc) Expression (class in braindecode.torch_ext.modules) extract_data() (braindecode.datasets.bcic_iv_2a.BCICompetition4Set2A method) extract_events() (braindecode.datasets.bcic_iv_2a.BCICompetition4Set2A method)

F

filter_is_stable() (in module braindecode.datautil.signalproc) find_optimizer() (in module braindecode.models.base) fit() (braindecode.models.base.BaseModel method) fit_fn_lin() (in module braindecode.visualization.sinfit) fit_fn_sin() (in module braindecode.visualization.sinfit)

forward() (braindecode.models.eegnet.Conv2dWithConstraint method) (braindecode.models.hybrid.HybridNetModule method) (braindecode.torch_ext.modules.AvgPool2dWithConv method) (braindecode.torch_ext.modules.Expression method) (braindecode.torch_ext.modules.IntermediateOutputWrapper method) FuncAndArgs (class in braindecode.util)

G

get_all_sensors() (braindecode.datasets.bbci.BBCIDataset static method) get_balanced_batches() (in module braindecode.datautil.iterators) get_batches() (braindecode.datautil.iterators.BalancedBatchSizeIterator method) (braindecode.datautil.iterators.ClassBalancedBatchSizeIterator method) (braindecode.datautil.iterators.CropsFromTrialsIterator method) (braindecode.datautil.lazy_iterators.LazyCropsFromTrialsIterator method)

get_channelpos() (in module braindecode.datasets.sensor_positions) get_channelpos_from_angle() (in module braindecode.datasets.sensor_positions) get_input_windows_from_units_2d() (in module braindecode.visualization.input_windows) get_lr() (braindecode.torch_ext.schedulers.CosineAnnealing method) get_max_act_index() (in module braindecode.visualization.input_windows) get_weight_decay() (braindecode.torch_ext.schedulers.CosineAnnealing method) glorot_weight_zero_bias() (in module braindecode.torch_ext.init)

H

highpass_cnt() (in module braindecode.datautil.signalproc)

HybridNet (class in braindecode.models.hybrid) HybridNetModule (class in braindecode.models.hybrid)

I

identity() (in module braindecode.torch_ext.functions)

IntermediateOutputWrapper (class in braindecode.torch_ext.modules)

L

l1_loss() (in module braindecode.torch_ext.losses) l2_loss() (in module braindecode.torch_ext.losses) LazyCropsFromTrialsIterator (class in braindecode.datautil.lazy_iterators) LazyDataset (class in braindecode.datasets.lazy_dataset) load() (braindecode.datasets.bbci.BBCIDataset method) (braindecode.datasets.bcic_iv_2a.BCICompetition4Set2A method) (braindecode.datasets.multiple.MultipleSetLoader method) load_bbci_sets_from_folder() (in module braindecode.datasets.bbci) load_lazy() (braindecode.datasets.lazy_dataset.LazyDataset method)

load_state_dict() (braindecode.torch_ext.schedulers.ScheduledOptimizer method) log_categorical_crossentropy() (in module braindecode.torch_ext.losses) log_categorical_crossentropy_1_hot() (in module braindecode.torch_ext.losses) log_epoch() (braindecode.experiments.experiment.Experiment method) (braindecode.experiments.loggers.Logger method) (braindecode.experiments.loggers.Printer method) (braindecode.experiments.loggers.TensorboardWriter method) Logger (class in braindecode.experiments.loggers) LossMonitor (class in braindecode.experiments.monitors) lowpass_cnt() (in module braindecode.datautil.signalproc)

M

MaxEpochs (class in braindecode.experiments.stopcriteria) MaxNormDefaultConstraint (class in braindecode.torch_ext.constraints) mean_diff_feature_maps() (in module braindecode.visualization.perturbation) merge_dicts() (in module braindecode.util) MisclassMonitor (class in braindecode.experiments.monitors) mkdir_p() (in module braindecode.util) mne_apply() (in module braindecode.mne_ext.signalproc) monitor_epoch() (braindecode.experiments.experiment.Experiment method) (braindecode.experiments.monitors.AveragePerClassMisclassMonitor method) (braindecode.experiments.monitors.CroppedTrialMisclassMonitor method) (braindecode.experiments.monitors.LossMonitor method) (braindecode.experiments.monitors.MisclassMonitor method) (braindecode.experiments.monitors.RuntimeMonitor method)

monitor_set() (braindecode.experiments.monitors.AveragePerClassMisclassMonitor method) (braindecode.experiments.monitors.CroppedTrialMisclassMonitor method) (braindecode.experiments.monitors.LossMonitor method) (braindecode.experiments.monitors.MisclassMonitor method) (braindecode.experiments.monitors.RuntimeMonitor method) most_activating_input_windows() (in module braindecode.visualization.input_windows) ms_to_samples() (in module braindecode.datautil.util) MultipleSetLoader (class in braindecode.datasets.multiple)

N

NoDecrease (class in braindecode.experiments.stopcriteria)

np_to_var() (in module braindecode.torch_ext.util)

O

Or (class in braindecode.experiments.stopcriteria)

P

parameters() (braindecode.models.base.BaseModel method) phase_perturbation() (in module braindecode.visualization.perturbation)

predict_classes() (braindecode.models.base.BaseModel method) predict_outs() (braindecode.models.base.BaseModel method) Printer (class in braindecode.experiments.loggers)

R

remember_epoch() (braindecode.experiments.experiment.RememberBest method) RememberBest (class in braindecode.experiments.experiment) resample_cnt() (in module braindecode.mne_ext.signalproc) reset_rng() (braindecode.datautil.iterators.BalancedBatchSizeIterator method) (braindecode.datautil.iterators.ClassBalancedBatchSizeIterator method) (braindecode.datautil.iterators.CropsFromTrialsIterator method) (braindecode.datautil.lazy_iterators.LazyCropsFromTrialsIterator method)

reset_to_best_model() (braindecode.experiments.experiment.RememberBest method) run() (braindecode.experiments.experiment.Experiment method) run_one_epoch() (braindecode.experiments.experiment.Experiment method) run_until_first_stop() (braindecode.experiments.experiment.Experiment method) run_until_second_stop() (braindecode.experiments.experiment.Experiment method) run_until_stop() (braindecode.experiments.experiment.Experiment method) RuntimeMonitor (class in braindecode.experiments.monitors)

S

safe_log() (in module braindecode.torch_ext.functions) samples_to_ms() (in module braindecode.datautil.util) ScheduledOptimizer (class in braindecode.torch_ext.schedulers) select_examples() (in module braindecode.datautil.splitters) select_inverse_inds() (in module braindecode.util) set_random_seeds() (in module braindecode.torch_ext.util) setup_after_stop_training() (braindecode.experiments.experiment.Experiment method) setup_training() (braindecode.experiments.experiment.Experiment method) ShallowFBCSPNet (class in braindecode.models.shallow_fbcsp) should_stop() (braindecode.experiments.stopcriteria.And method) (braindecode.experiments.stopcriteria.ColumnBelow method) (braindecode.experiments.stopcriteria.MaxEpochs method) (braindecode.experiments.stopcriteria.NoDecrease method) (braindecode.experiments.stopcriteria.Or method)

signal_fit() (in module braindecode.visualization.sinfit) SignalAndTarget (class in braindecode.datautil.signal_target) spectral_perturbation_correlation() (in module braindecode.visualization.perturbation) split_into_train_test() (in module braindecode.datautil.splitters) split_into_train_valid_test() (in module braindecode.datautil.splitters) split_into_two_sets() (in module braindecode.datautil.splitters) square() (in module braindecode.torch_ext.functions) state_dict() (braindecode.torch_ext.schedulers.ScheduledOptimizer method) step() (braindecode.torch_ext.optimizers.AdamW method) (braindecode.torch_ext.schedulers.ScheduledOptimizer method)

T

TensorboardWriter (class in braindecode.experiments.loggers) to_dense_prediction_model() (in module braindecode.models.util)

to_tuple() (in module braindecode.util) touch_file() (in module braindecode.util) train_batch() (braindecode.experiments.experiment.Experiment method)

V

var_to_np() (in module braindecode.torch_ext.util)

W

was_triggered() (braindecode.experiments.stopcriteria.And method) (braindecode.experiments.stopcriteria.Or method)

wrap_reshape_apply_fn() (in module braindecode.util)

Z

zero_grad() (braindecode.torch_ext.schedulers.ScheduledOptimizer method)