v1.0.9
Notes:
Installation
Introduction by Example
Implementing GNNs with PyG
Managing Experiments with PyTorch Lightning
About Us
Package Reference:
torcheeg.datasets
torcheeg.io
torcheeg.model_selection
torcheeg.models
torcheeg.transforms
torcheeg.utils
torcheeg
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Index
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Index
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A
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B
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C
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D
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E
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F
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G
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K
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L
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M
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P
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R
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S
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T
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W
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__call__() (torcheeg.transforms.ARRCoefficient method)
(torcheeg.transforms.BandApproximateEntropy method)
(torcheeg.transforms.BandBinPower method)
(torcheeg.transforms.BandDetrendedFluctuationAnalysis method)
(torcheeg.transforms.BandDifferentialEntropy method)
(torcheeg.transforms.BandHiguchiFractalDimension method)
(torcheeg.transforms.BandHjorth method)
(torcheeg.transforms.BandHurst method)
(torcheeg.transforms.BandKurtosis method)
(torcheeg.transforms.BandMeanAbsoluteDeviation method)
(torcheeg.transforms.BandPetrosianFractalDimension method)
(torcheeg.transforms.BandPowerSpectralDensity method)
(torcheeg.transforms.BandSampleEntropy method)
(torcheeg.transforms.BandSkewness method)
(torcheeg.transforms.BandSpectralEntropy method)
(torcheeg.transforms.BandSVDEntropy method)
(torcheeg.transforms.BaselineRemoval method)
(torcheeg.transforms.BinariesToCategory method)
(torcheeg.transforms.Binary method)
(torcheeg.transforms.BinaryOneVSRest method)
(torcheeg.transforms.ChunkConcatenate method)
(torcheeg.transforms.Compose method)
(torcheeg.transforms.Concatenate method)
(torcheeg.transforms.CWTSpectrum method)
(torcheeg.transforms.DWTDecomposition method)
(torcheeg.transforms.FixCategory method)
(torcheeg.transforms.Lambda method)
(torcheeg.transforms.MeanStdNormalize method)
(torcheeg.transforms.MinMaxNormalize method)
(torcheeg.transforms.PearsonCorrelation method)
(torcheeg.transforms.PhaseLockingCorrelation method)
(torcheeg.transforms.PickElectrode method)
(torcheeg.transforms.pyg.ToDynamicG method)
(torcheeg.transforms.pyg.ToG 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.ToGrid method)
(torcheeg.transforms.ToInterpolatedGrid method)
(torcheeg.transforms.ToTensor method)
A
AMIGOSDataset (class in torcheeg.datasets)
ARRCoefficient (class in torcheeg.transforms)
B
BandApproximateEntropy (class in torcheeg.transforms)
BandBinPower (class in torcheeg.transforms)
BandDetrendedFluctuationAnalysis (class in torcheeg.transforms)
BandDifferentialEntropy (class in torcheeg.transforms)
BandHiguchiFractalDimension (class in torcheeg.transforms)
BandHjorth (class in torcheeg.transforms)
BandHurst (class in torcheeg.transforms)
BandKurtosis (class in torcheeg.transforms)
BandMeanAbsoluteDeviation (class in torcheeg.transforms)
BandPetrosianFractalDimension (class in torcheeg.transforms)
BandPowerSpectralDensity (class in torcheeg.transforms)
BandSampleEntropy (class in torcheeg.transforms)
BandSkewness (class in torcheeg.transforms)
BandSpectralEntropy (class in torcheeg.transforms)
BandSVDEntropy (class in torcheeg.transforms)
BaselineRemoval (class in torcheeg.transforms)
BCI2022Dataset (class in torcheeg.datasets)
BinariesToCategory (class in torcheeg.transforms)
Binary (class in torcheeg.transforms)
BinaryOneVSRest (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)
DWTDecomposition (class in torcheeg.transforms)
E
EEGNet (class in torcheeg.models)
EEGSignalIO (class in torcheeg.io)
F
FBCCNN (class in torcheeg.models)
FBCNet (class in torcheeg.models)
FixCategory (class in torcheeg.transforms)
forward() (torcheeg.models.CCNN method)
(torcheeg.models.DGCNN method)
(torcheeg.models.EEGNet method)
(torcheeg.models.FBCCNN method)
(torcheeg.models.FBCNet method)
(torcheeg.models.GRU method)
(torcheeg.models.LSTM method)
(torcheeg.models.MSRN method)
(torcheeg.models.MTCNN method)
(torcheeg.models.pyg.GIN method)
(torcheeg.models.pyg.RGNN method)
(torcheeg.models.SimpleViT method)
(torcheeg.models.STNet method)
(torcheeg.models.TSCeption method)
G
GIN (class in torcheeg.models.pyg)
GRU (class in torcheeg.models)
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)
LSTM (class in torcheeg.models)
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)
MSRN (class in torcheeg.models)
MTCNN (class in torcheeg.models)
P
PearsonCorrelation (class in torcheeg.transforms)
PhaseLockingCorrelation (class in torcheeg.transforms)
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.pyg)
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.pyg)
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.pyg)
ToG (class in torcheeg.transforms.pyg)
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.GRU attribute)
(torcheeg.models.LSTM attribute)
(torcheeg.models.pyg.GIN attribute)
(torcheeg.models.pyg.RGNN attribute)
(torcheeg.models.SimpleViT attribute)
TSCeption (class in torcheeg.models)
TSUBenckmarkDataset (class in torcheeg.datasets)
W
write_eeg() (torcheeg.io.EEGSignalIO method)
write_info() (torcheeg.io.MetaInfoIO method)
write_pointer (torcheeg.io.EEGSignalIO property)
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