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C
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D
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_
_criteria (braindecode.classifier.EEGClassifier attribute)
(braindecode.regressor.EEGRegressor attribute)
_modules (braindecode.classifier.EEGClassifier attribute)
(braindecode.regressor.EEGRegressor attribute)
_optimizers (braindecode.classifier.EEGClassifier attribute)
(braindecode.regressor.EEGRegressor attribute)
A
aggregate_probas() (in module braindecode.modules)
apply() (braindecode.preprocessing.Preprocessor method)
ATCNet (class in braindecode.models)
AttentionBaseNet (class in braindecode.models)
AugmentedDataLoader (class in braindecode.augmentation)
AvgPool2dWithConv (class in braindecode.modules)
B
BalancedSequenceSampler (class in braindecode.samplers)
bandstop_filter() (in module braindecode.augmentation.functional)
BandstopFilter (class in braindecode.augmentation)
BaseConcatDataset (class in braindecode.datasets)
BaseDataset (class in braindecode.datasets)
BCICompetitionIVDataset4 (class in braindecode.datasets)
BDTCN (class in braindecode.models)
BIDSDataset (class in braindecode.datasets)
BIDSEpochsDataset (class in braindecode.datasets)
BIOT (class in braindecode.models)
BNCI2014001 (class in braindecode.datasets)
braindecode
module
C
callbacks_ (braindecode.classifier.EEGClassifier attribute)
(braindecode.regressor.EEGRegressor attribute)
CAT (class in braindecode.modules)
CATLite (class in braindecode.modules)
CausalConv1d (class in braindecode.modules)
CBAM (class in braindecode.modules)
channels_dropout() (in module braindecode.augmentation.functional)
channels_permute() (in module braindecode.augmentation.functional)
channels_shuffle() (in module braindecode.augmentation.functional)
ChannelsDropout (class in braindecode.augmentation)
ChannelsShuffle (class in braindecode.augmentation)
ChannelsSymmetry (class in braindecode.augmentation)
Chomp1d (class in braindecode.modules)
classes_ (braindecode.classifier.EEGClassifier attribute)
CombinedConv (class in braindecode.modules)
Compose (class in braindecode.augmentation)
compute_amplitude_gradients() (in module braindecode.visualization)
construct_filters() (braindecode.modules.GeneralizedGaussianFilter method)
ContraWR (class in braindecode.models)
Conv2dWithConstraint (class in braindecode.modules)
create_fixed_length_windows() (in module braindecode.preprocessing)
create_from_mne_epochs() (in module braindecode.datasets)
create_from_mne_raw() (in module braindecode.datasets)
create_from_X_y() (in module braindecode.datasets)
create_windows_from_events() (in module braindecode.preprocessing)
create_windows_from_target_channels() (in module braindecode.preprocessing)
criterion_ (braindecode.classifier.EEGClassifier attribute)
(braindecode.regressor.EEGRegressor attribute)
Crop (class in braindecode.preprocessing)
CroppedLoss (class in braindecode.training)
CroppedTimeSeriesEpochScoring (class in braindecode.training)
CroppedTrialEpochScoring (class in braindecode.training)
CTNet (class in braindecode.models)
cuda_dependent_attributes_ (braindecode.classifier.EEGClassifier attribute)
(braindecode.regressor.EEGRegressor attribute)
D
Deep4Net (class in braindecode.models)
DeepSleepNet (class in braindecode.models)
DepthwiseConv2d (class in braindecode.modules)
DistributedRecordingSampler (class in braindecode.samplers)
DistributedRelativePositioningSampler (class in braindecode.samplers)
download() (braindecode.datasets.BCICompetitionIVDataset4 static method)
drop_path() (in module braindecode.functional)
DropChannels (class in braindecode.preprocessing)
DropPath (class in braindecode.modules)
E
ECA (class in braindecode.modules)
EEGClassifier (class in braindecode.classifier)
EEGConformer (class in braindecode.models)
EEGInceptionERP (class in braindecode.models)
EEGInceptionMI (class in braindecode.models)
EEGITNet (class in braindecode.models)
EEGMiner (class in braindecode.models)
EEGModuleMixin (class in braindecode.models)
EEGNetv4 (class in braindecode.models)
EEGNeX (class in braindecode.models)
EEGRegressor (class in braindecode.regressor)
EEGResNet (class in braindecode.models)
EEGSimpleConv (class in braindecode.models)
EEGTCNet (class in braindecode.models)
EncNet (class in braindecode.modules)
Ensure4d (class in braindecode.modules)
exponential_moving_demean() (in module braindecode.preprocessing)
exponential_moving_standardize() (in module braindecode.preprocessing)
exponential_power() (braindecode.modules.GeneralizedGaussianFilter static method)
Expression (class in braindecode.modules)
extra_repr() (braindecode.modules.Chomp1d method)
(braindecode.modules.DropPath method)
(braindecode.modules.SafeLog method)
F
FBCNet (class in braindecode.models)
FBLightConvNet (class in braindecode.models)
FBMSNet (class in braindecode.models)
FCA (class in braindecode.modules)
FeedForwardBlock (class in braindecode.modules)
file_ids (braindecode.samplers.SequenceSampler attribute)
Filter (class in braindecode.preprocessing)
filterbank() (in module braindecode.preprocessing)
FilterBankLayer (class in braindecode.modules)
fit() (braindecode.regressor.EEGRegressor method)
fix_init_weight_and_init_embedding() (braindecode.models.Labram method)
forward() (braindecode.augmentation.Compose method)
(braindecode.augmentation.Transform method)
(braindecode.models.ATCNet method)
(braindecode.models.AttentionBaseNet method)
(braindecode.models.BDTCN method)
(braindecode.models.BIOT method)
(braindecode.models.ContraWR method)
(braindecode.models.CTNet method)
(braindecode.models.DeepSleepNet method)
(braindecode.models.EEGConformer method)
(braindecode.models.EEGInceptionMI method)
(braindecode.models.EEGMiner method)
(braindecode.models.EEGNeX method)
(braindecode.models.EEGSimpleConv method)
(braindecode.models.EEGTCNet method)
(braindecode.models.FBCNet method)
(braindecode.models.FBLightConvNet method)
(braindecode.models.FBMSNet method)
(braindecode.models.IFNet method)
(braindecode.models.Labram method)
(braindecode.models.MSVTNet method)
(braindecode.models.SCCNet method)
(braindecode.models.SignalJEPA method)
(braindecode.models.SignalJEPA_Contextual method)
(braindecode.models.SignalJEPA_PostLocal method)
(braindecode.models.SignalJEPA_PreLocal method)
(braindecode.models.SincShallowNet method)
(braindecode.models.SleepStagerBlanco2020 method)
(braindecode.models.SleepStagerChambon2018 method)
(braindecode.models.SleepStagerEldele2021 method)
(braindecode.models.SPARCNet method)
(braindecode.models.SyncNet method)
(braindecode.models.TIDNet method)
(braindecode.models.TSceptionV1 method)
(braindecode.models.USleep method)
(braindecode.modules.AvgPool2dWithConv method)
(braindecode.modules.CAT method)
(braindecode.modules.CATLite method)
(braindecode.modules.CausalConv1d method)
(braindecode.modules.CBAM method)
(braindecode.modules.Chomp1d method)
(braindecode.modules.CombinedConv method)
(braindecode.modules.DropPath method)
(braindecode.modules.ECA method)
(braindecode.modules.EncNet method)
(braindecode.modules.Ensure4d method)
(braindecode.modules.Expression method)
(braindecode.modules.FCA method)
(braindecode.modules.FilterBankLayer method)
(braindecode.modules.GatherExcite method)
(braindecode.modules.GCT method)
(braindecode.modules.GeneralizedGaussianFilter method)
(braindecode.modules.GSoP method)
(braindecode.modules.InceptionBlock method)
(braindecode.modules.IntermediateOutputWrapper method)
(braindecode.modules.LogActivation method)
(braindecode.modules.MultiHeadAttention method)
(braindecode.modules.SafeLog method)
(braindecode.modules.SqueezeAndExcitation method)
(braindecode.modules.SRM method)
(braindecode.modules.StatLayer method)
(braindecode.modules.TimeDistributed method)
(braindecode.training.CroppedLoss method)
(braindecode.training.TimeSeriesLoss method)
forward_features() (braindecode.models.Labram method)
frequency_shift() (in module braindecode.augmentation.functional)
FrequencyShift (class in braindecode.augmentation)
from_pretrained() (braindecode.models.SignalJEPA_Contextual class method)
(braindecode.models.SignalJEPA_PostLocal class method)
(braindecode.models.SignalJEPA_PreLocal class method)
ft_surrogate() (in module braindecode.augmentation.functional)
FTSurrogate (class in braindecode.augmentation)
G
GatherExcite (class in braindecode.modules)
gaussian_noise() (in module braindecode.augmentation.functional)
GaussianNoise (class in braindecode.augmentation)
GCT (class in braindecode.modules)
GeneralizedGaussianFilter (class in braindecode.modules)
get_augmentation_params() (braindecode.augmentation.BandstopFilter method)
(braindecode.augmentation.ChannelsDropout method)
(braindecode.augmentation.ChannelsShuffle method)
(braindecode.augmentation.ChannelsSymmetry method)
(braindecode.augmentation.FrequencyShift method)
(braindecode.augmentation.FTSurrogate method)
(braindecode.augmentation.GaussianNoise method)
(braindecode.augmentation.MaskEncoding method)
(braindecode.augmentation.Mixup method)
(braindecode.augmentation.SegmentationReconstruction method)
(braindecode.augmentation.SensorsRotation method)
(braindecode.augmentation.SmoothTimeMask method)
(braindecode.augmentation.Transform method)
get_classifier() (braindecode.models.Labram method)
get_dct_filter() (braindecode.modules.FCA static method)
get_fc_size() (braindecode.models.EEGConformer method)
get_iterator() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
get_loss() (braindecode.classifier.EEGClassifier method)
get_metadata() (braindecode.datasets.BaseConcatDataset method)
get_num_layers() (braindecode.models.Labram method)
get_output_shape() (braindecode.models.EEGModuleMixin method)
get_torchinfo_statistics() (braindecode.models.EEGModuleMixin method)
glorot_weight_zero_bias() (in module braindecode.functional)
GSoP (class in braindecode.modules)
H
HGD (class in braindecode.datasets)
hilbert_freq() (in module braindecode.functional)
I
identity() (in module braindecode.augmentation.functional)
(in module braindecode.functional)
IdentityTransform (class in braindecode.augmentation)
IFNet (class in braindecode.models)
InceptionBlock (class in braindecode.modules)
info (braindecode.samplers.DistributedRecordingSampler attribute)
(braindecode.samplers.RecordingSampler attribute)
(braindecode.samplers.SequenceSampler attribute)
initialized_ (braindecode.classifier.EEGClassifier attribute)
(braindecode.regressor.EEGRegressor attribute)
IntermediateOutputWrapper (class in braindecode.modules)
K
kwargs (braindecode.samplers.DistributedRecordingSampler attribute)
L
Labram (class in braindecode.models)
LinearWithConstraint (class in braindecode.modules)
load_concat_dataset() (in module braindecode.datautil)
load_state_dict() (braindecode.models.EEGModuleMixin method)
LogActivation (class in braindecode.modules)
LogPowerLayer (in module braindecode.modules)
LogVarLayer (in module braindecode.modules)
M
mask_encoding() (in module braindecode.augmentation.functional)
MaskEncoding (class in braindecode.augmentation)
MaxLayer (in module braindecode.modules)
MaxNormLinear (class in braindecode.modules)
MeanLayer (in module braindecode.modules)
Mixup (class in braindecode.augmentation)
mixup() (in module braindecode.augmentation.functional)
mixup_criterion() (in module braindecode.training)
MLP (class in braindecode.modules)
MOABBDataset (class in braindecode.datasets)
module
braindecode
module_ (braindecode.classifier.EEGClassifier attribute)
(braindecode.regressor.EEGRegressor attribute)
MSVTNet (class in braindecode.models)
MultiHeadAttention (class in braindecode.modules)
N
n_recordings (braindecode.samplers.DistributedRecordingSampler attribute)
(braindecode.samplers.RecordingSampler attribute)
NMT (class in braindecode.datasets)
O
on_batch_end() (braindecode.training.CroppedTrialEpochScoring method)
on_epoch_end() (braindecode.training.CroppedTimeSeriesEpochScoring method)
(braindecode.training.CroppedTrialEpochScoring method)
(braindecode.training.PostEpochTrainScoring method)
operation() (braindecode.augmentation.BandstopFilter static method)
(braindecode.augmentation.ChannelsDropout static method)
(braindecode.augmentation.ChannelsShuffle static method)
(braindecode.augmentation.ChannelsSymmetry static method)
(braindecode.augmentation.FrequencyShift static method)
(braindecode.augmentation.FTSurrogate static method)
(braindecode.augmentation.GaussianNoise static method)
(braindecode.augmentation.IdentityTransform static method)
(braindecode.augmentation.MaskEncoding static method)
(braindecode.augmentation.Mixup static method)
(braindecode.augmentation.SegmentationReconstruction static method)
(braindecode.augmentation.SensorsRotation static method)
(braindecode.augmentation.SignFlip static method)
(braindecode.augmentation.SmoothTimeMask static method)
(braindecode.augmentation.TimeReverse static method)
P
Pick (class in braindecode.preprocessing)
plot_confusion_matrix() (in module braindecode.visualization)
plv_time() (in module braindecode.functional)
PostEpochTrainScoring (class in braindecode.training)
predict() (braindecode.classifier.EEGClassifier method)
predict_proba() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
predict_trials() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
(in module braindecode.training)
prefixes_ (braindecode.classifier.EEGClassifier attribute)
(braindecode.regressor.EEGRegressor attribute)
preprocess() (in module braindecode.preprocessing)
Preprocessor (class in braindecode.preprocessing)
presample() (braindecode.samplers.DistributedRelativePositioningSampler method)
(braindecode.samplers.RelativePositioningSampler method)
R
RecordingSampler (class in braindecode.samplers)
RelativePositioningSampler (class in braindecode.samplers)
Resample (class in braindecode.preprocessing)
rescale_parameter() (in module braindecode.functional)
reset_classifier() (braindecode.models.Labram method)
S
safe_log() (in module braindecode.functional)
SafeLog (class in braindecode.modules)
sample_class() (braindecode.samplers.BalancedSequenceSampler method)
sample_recording() (braindecode.samplers.DistributedRecordingSampler method)
(braindecode.samplers.RecordingSampler method)
sample_window() (braindecode.samplers.DistributedRecordingSampler method)
(braindecode.samplers.RecordingSampler method)
save() (braindecode.datasets.BaseConcatDataset method)
save_concat_dataset() (in module braindecode.datautil)
SCCNet (class in braindecode.models)
segmentation_reconstruction() (in module braindecode.augmentation.functional)
SegmentationReconstruction (class in braindecode.augmentation)
sensors_rotation() (in module braindecode.augmentation.functional)
SensorsRotation (class in braindecode.augmentation)
SensorsXRotation (class in braindecode.augmentation)
SensorsYRotation (class in braindecode.augmentation)
SensorsZRotation (class in braindecode.augmentation)
SequenceSampler (class in braindecode.samplers)
set_description() (braindecode.datasets.BaseConcatDataset method)
(braindecode.datasets.BaseDataset method)
(braindecode.datasets.WindowsDataset method)
set_partial_fit_request() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
set_random_seeds() (in module braindecode.util)
set_score_request() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
SetEEGReference (class in braindecode.preprocessing)
ShallowFBCSPNet (class in braindecode.models)
sign_flip() (in module braindecode.augmentation.functional)
SignalJEPA (class in braindecode.models)
SignalJEPA_Contextual (class in braindecode.models)
SignalJEPA_PostLocal (class in braindecode.models)
SignalJEPA_PreLocal (class in braindecode.models)
SignFlip (class in braindecode.augmentation)
SincShallowNet (class in braindecode.models)
SleepPhysionet (class in braindecode.datasets)
SleepPhysionetChallenge2018 (class in braindecode.datasets)
SleepStagerBlanco2020 (class in braindecode.models)
SleepStagerChambon2018 (class in braindecode.models)
SleepStagerEldele2021 (class in braindecode.models)
smooth_time_mask() (in module braindecode.augmentation.functional)
SmoothTimeMask (class in braindecode.augmentation)
SPARCNet (class in braindecode.models)
split() (braindecode.datasets.BaseConcatDataset method)
square() (in module braindecode.functional)
SqueezeAndExcitation (class in braindecode.modules)
SRM (class in braindecode.modules)
StatLayer (class in braindecode.modules)
StdLayer (in module braindecode.modules)
SyncNet (class in braindecode.models)
T
TIDNet (class in braindecode.models)
time_reverse() (in module braindecode.augmentation.functional)
TimeDistributed (class in braindecode.modules)
TimeReverse (class in braindecode.augmentation)
TimeSeriesLoss (class in braindecode.training)
to_dense_prediction_model() (braindecode.models.EEGModuleMixin method)
Transform (class in braindecode.augmentation)
trial_preds_from_window_preds() (in module braindecode.training)
TSceptionV1 (class in braindecode.models)
TUH (class in braindecode.datasets)
TUHAbnormal (class in braindecode.datasets)
U
USleep (class in braindecode.models)
V
VarLayer (in module braindecode.modules)
W
WindowsDataset (class in braindecode.datasets)
