v1.0.8.post1
Notes:
Installation
Introduction by Example
Implementing GNNs with PyG
Managing Experiments with PyTorch Lightning
Package Reference:
torcheeg.datasets
torcheeg.io
torcheeg.model_selection
torcheeg.models
torcheeg.losses
torcheeg.transforms
torcheeg.utils
torcheeg
»
Index
Edit on GitHub
Index
_
|
A
|
B
|
C
|
D
|
E
|
F
|
K
|
L
|
M
|
P
|
R
|
S
|
T
|
V
|
W
_
__call__() (torcheeg.transforms.ARRCoefficient method)
(torcheeg.transforms.BandDifferentialEntropy method)
(torcheeg.transforms.BandKurtosis method)
(torcheeg.transforms.BandMeanAbsoluteDeviation method)
(torcheeg.transforms.BandPowerSpectralDensity method)
(torcheeg.transforms.BandSkewness method)
(torcheeg.transforms.BaselineRemoval method)
(torcheeg.transforms.BinariesToCategory method)
(torcheeg.transforms.Binary method)
(torcheeg.transforms.ChunkConcatenate method)
(torcheeg.transforms.Compose method)
(torcheeg.transforms.Concatenate method)
(torcheeg.transforms.CWTSpectrum method)
(torcheeg.transforms.Lambda method)
(torcheeg.transforms.MeanStdNormalize method)
(torcheeg.transforms.MinMaxNormalize method)
(torcheeg.transforms.PickElectrode method)
(torcheeg.transforms.RandomChannelShuffle method)
(torcheeg.transforms.RandomFlip method)
(torcheeg.transforms.RandomFrequencyShift method)
(torcheeg.transforms.RandomMask method)
(torcheeg.transforms.RandomNoise method)
(torcheeg.transforms.RandomPCANoise method)
(torcheeg.transforms.RandomShift method)
(torcheeg.transforms.RandomSignFlip method)
(torcheeg.transforms.RandomWindowSlice method)
(torcheeg.transforms.RandomWindowWarp method)
(torcheeg.transforms.Resize method)
(torcheeg.transforms.Select method)
(torcheeg.transforms.StringToInt method)
(torcheeg.transforms.To2d method)
(torcheeg.transforms.ToDynamicG method)
(torcheeg.transforms.ToG method)
(torcheeg.transforms.ToGrid method)
(torcheeg.transforms.ToInterpolatedGrid method)
(torcheeg.transforms.ToTensor method)
A
AMIGOSDataset (class in torcheeg.datasets)
ARRCoefficient (class in torcheeg.transforms)
B
BandDifferentialEntropy (class in torcheeg.transforms)
BandKurtosis (class in torcheeg.transforms)
BandMeanAbsoluteDeviation (class in torcheeg.transforms)
BandPowerSpectralDensity (class in torcheeg.transforms)
BandSkewness (class in torcheeg.transforms)
BaselineRemoval (class in torcheeg.transforms)
BCI2022Dataset (class in torcheeg.datasets)
BinariesToCategory (class in torcheeg.transforms)
Binary (class in torcheeg.transforms)
C
CCNN (class in torcheeg.models)
ChunkConcatenate (class in torcheeg.transforms)
Compose (class in torcheeg.transforms)
Concatenate (class in torcheeg.transforms)
CWTSpectrum (class in torcheeg.transforms)
D
DEAPDataset (class in torcheeg.datasets)
DGCNN (class in torcheeg.models)
DREAMERDataset (class in torcheeg.datasets)
E
EEGNet (class in torcheeg.models)
EEGSignalIO (class in torcheeg.io)
F
FBCCNN (class in torcheeg.models)
FocalLoss (class in torcheeg.losses)
forward() (torcheeg.losses.FocalLoss method)
(torcheeg.losses.VirtualAdversarialTrainingLoss method)
(torcheeg.models.CCNN method)
(torcheeg.models.DGCNN method)
(torcheeg.models.EEGNet method)
(torcheeg.models.FBCCNN method)
(torcheeg.models.MTCNN method)
(torcheeg.models.RGNN method)
(torcheeg.models.SimpleViT method)
(torcheeg.models.STNet method)
(torcheeg.models.TSCeption method)
K
KFold (class in torcheeg.model_selection)
KFoldCrossTrial (class in torcheeg.model_selection)
KFoldGroupbyTrial (class in torcheeg.model_selection)
KFoldPerSubject (class in torcheeg.model_selection)
KFoldPerSubjectCrossTrial (class in torcheeg.model_selection)
KFoldPerSubjectGroupbyTrial (class in torcheeg.model_selection)
L
Lambda (class in torcheeg.transforms)
LeaveOneSubjectOut (class in torcheeg.model_selection)
M
M3CVDataset (class in torcheeg.datasets)
MAHNOBDataset (class in torcheeg.datasets)
MeanStdNormalize (class in torcheeg.transforms)
MetaInfoIO (class in torcheeg.io)
MinMaxNormalize (class in torcheeg.transforms)
MTCNN (class in torcheeg.models)
P
PickElectrode (class in torcheeg.transforms)
plot_2d_tensor() (in module torcheeg.utils)
plot_3d_tensor() (in module torcheeg.utils)
plot_feature_topomap() (in module torcheeg.utils)
plot_graph() (in module torcheeg.utils)
plot_raw_topomap() (in module torcheeg.utils)
plot_signal() (in module torcheeg.utils)
R
RandomChannelShuffle (class in torcheeg.transforms)
RandomFlip (class in torcheeg.transforms)
RandomFrequencyShift (class in torcheeg.transforms)
RandomMask (class in torcheeg.transforms)
RandomNoise (class in torcheeg.transforms)
RandomPCANoise (class in torcheeg.transforms)
RandomShift (class in torcheeg.transforms)
RandomSignFlip (class in torcheeg.transforms)
RandomWindowSlice (class in torcheeg.transforms)
RandomWindowWarp (class in torcheeg.transforms)
read_all() (torcheeg.io.MetaInfoIO method)
read_eeg() (torcheeg.io.EEGSignalIO method)
read_info() (torcheeg.io.MetaInfoIO method)
Resize (class in torcheeg.transforms)
RGNN (class in torcheeg.models)
S
SEEDDataset (class in torcheeg.datasets)
Select (class in torcheeg.transforms)
SimpleViT (class in torcheeg.models)
STNet (class in torcheeg.models)
StringToInt (class in torcheeg.transforms)
T
To2d (class in torcheeg.transforms)
ToDynamicG (class in torcheeg.transforms)
ToG (class in torcheeg.transforms)
ToGrid (class in torcheeg.transforms)
ToInterpolatedGrid (class in torcheeg.transforms)
ToTensor (class in torcheeg.transforms)
train_test_split() (in module torcheeg.model_selection)
train_test_split_cross_trial() (in module torcheeg.model_selection)
train_test_split_groupby_trial() (in module torcheeg.model_selection)
train_test_split_per_subject_cross_trial() (in module torcheeg.model_selection)
train_test_split_per_subject_groupby_trial() (in module torcheeg.model_selection)
training (torcheeg.models.DGCNN attribute)
(torcheeg.models.RGNN attribute)
(torcheeg.models.SimpleViT attribute)
TSCeption (class in torcheeg.models)
V
VirtualAdversarialTrainingLoss (class in torcheeg.losses)
W
write_eeg() (torcheeg.io.EEGSignalIO method)
write_info() (torcheeg.io.MetaInfoIO method)
write_pointer (torcheeg.io.EEGSignalIO property)
Read the Docs
v: v1.0.8.post1
Versions
latest
stable
v1.0.8.post1
v1.0.8
v1.0.7
v1.0.6
v1.0.4
v1.0.3
v1.0.2
v1.0.1
Downloads
On Read the Docs
Project Home
Builds