Braindecode
0.5
Basic trialwise decoding
More data-efficient "cropped decoding"
Your own datasets through MNE
Your own datasets through Numpy
Braindecode examples
API Reference
Braindecode
»
Index
Index
_
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A
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B
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C
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D
|
E
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F
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G
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H
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I
|
L
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M
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N
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O
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P
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R
|
S
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T
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V
|
W
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Z
_
__hash__() (braindecode.classifier.EEGClassifier method)
(braindecode.datasets.BaseConcatDataset method)
(braindecode.datasets.BaseDataset method)
(braindecode.datasets.MOABBDataset method)
(braindecode.datasets.WindowsDataset method)
(braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
(braindecode.regressor.EEGRegressor method)
(braindecode.training.CroppedLoss method)
(braindecode.training.CroppedTrialEpochScoring method)
(braindecode.training.PostEpochTrainScoring method)
A
add_module() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
apply() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
B
BaseConcatDataset (class in braindecode.datasets)
BaseDataset (class in braindecode.datasets)
bfloat16() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
braindecode
module
buffers() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
C
check_is_fitted() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
children() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
cpu() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
create_fixed_length_windows() (in module braindecode.datautil)
create_from_mne_epochs() (in module braindecode.datautil)
create_from_mne_raw() (in module braindecode.datautil)
create_from_X_y() (in module braindecode.datautil)
create_windows_from_events() (in module braindecode.datautil)
CroppedLoss (class in braindecode.training)
CroppedTrialEpochScoring (class in braindecode.training)
cuda() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
D
Deep4Net (class in braindecode.models)
Deep4Net.to() (in module braindecode.models)
,
[1]
,
[2]
,
[3]
double() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
E
EEGClassifier (class in braindecode.classifier)
EEGNetv1 (class in braindecode.models)
EEGNetv1.to() (in module braindecode.models)
,
[1]
,
[2]
,
[3]
EEGNetv4 (class in braindecode.models)
EEGNetv4.to() (in module braindecode.models)
,
[1]
,
[2]
,
[3]
EEGRegressor (class in braindecode.regressor)
EEGResNet (class in braindecode.models)
EEGResNet.to() (in module braindecode.models)
,
[1]
,
[2]
,
[3]
eval() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
evaluation_step() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
exponential_moving_demean() (in module braindecode.datautil)
exponential_moving_standardize() (in module braindecode.datautil)
extra_repr() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
F
fit() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
fit_loop() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
float() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
forward() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
forward_iter() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
G
get_dataset() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
get_iterator() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
get_loss() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
get_split_datasets() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
get_test_data() (braindecode.training.CroppedTrialEpochScoring method)
(braindecode.training.PostEpochTrainScoring method)
get_train_step_accumulator() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
H
half() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
HybridNet (class in braindecode.models)
HybridNet.to() (in module braindecode.models)
,
[1]
,
[2]
,
[3]
I
infer() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
initialize() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
(braindecode.training.CroppedTrialEpochScoring method)
(braindecode.training.PostEpochTrainScoring method)
initialize_callbacks() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
initialize_criterion() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
initialize_history() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
initialize_module() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
initialize_optimizer() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
L
load_concat_dataset() (in module braindecode.datautil)
load_params() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
load_state_dict() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
M
MOABBDataset (class in braindecode.datasets)
module
braindecode
modules() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
N
named_buffers() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
named_children() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
named_modules() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
named_parameters() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
notify() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
O
on_batch_begin() (braindecode.training.CroppedTrialEpochScoring method)
(braindecode.training.PostEpochTrainScoring method)
on_batch_end() (braindecode.training.CroppedTrialEpochScoring method)
(braindecode.training.PostEpochTrainScoring method)
on_epoch_begin() (braindecode.training.CroppedTrialEpochScoring method)
(braindecode.training.PostEpochTrainScoring method)
on_epoch_end() (braindecode.training.CroppedTrialEpochScoring method)
(braindecode.training.PostEpochTrainScoring method)
on_grad_computed() (braindecode.training.CroppedTrialEpochScoring method)
(braindecode.training.PostEpochTrainScoring method)
on_train_begin() (braindecode.training.CroppedTrialEpochScoring method)
(braindecode.training.PostEpochTrainScoring method)
on_train_end() (braindecode.training.CroppedTrialEpochScoring method)
(braindecode.training.PostEpochTrainScoring method)
P
parameters() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
partial_fit() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
PostEpochTrainScoring (class in braindecode.training)
predict() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
predict_proba() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
R
register_backward_hook() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
register_buffer() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
register_forward_hook() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
register_forward_pre_hook() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
register_parameter() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
requires_grad_() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
S
save_concat_dataset() (in module braindecode.datautil)
save_params() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
scale() (in module braindecode.datautil)
score() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
set_params() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
set_random_seeds() (in module braindecode.util)
ShallowFBCSPNet (class in braindecode.models)
ShallowFBCSPNet.to() (in module braindecode.models)
,
[1]
,
[2]
,
[3]
split() (braindecode.datasets.BaseConcatDataset method)
(braindecode.datasets.MOABBDataset method)
state_dict() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
T
TCN (class in braindecode.models)
TCN.to() (in module braindecode.models)
,
[1]
,
[2]
,
[3]
to() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
train() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
train_step() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
train_step_single() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
trial_preds_from_window_preds() (in module braindecode.training)
type() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
V
validation_step() (braindecode.classifier.EEGClassifier method)
(braindecode.regressor.EEGRegressor method)
W
WindowsDataset (class in braindecode.datasets)
Z
zero_grad() (braindecode.models.Deep4Net method)
(braindecode.models.EEGNetv1 method)
(braindecode.models.EEGNetv4 method)
(braindecode.models.EEGResNet method)
(braindecode.models.HybridNet method)
(braindecode.models.ShallowFBCSPNet method)
(braindecode.models.TCN method)
zscore() (in module braindecode.datautil)