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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
    • Datatype-independent Transforms
    • Numpy-based Transforms
    • PyG-based Transforms
    • Torch-based Transforms
    • Label Transforms
  • torcheeg.utils
torcheeg
  • »
  • torcheeg.transforms
  • Edit on GitHub

torcheeg.transforms

  • Datatype-independent Transforms
    • transforms.Compose
    • transforms.Lambda
    • transforms.BaselineRemoval
  • Numpy-based Transforms
    • transforms.CWTSpectrum
    • transforms.BandDifferentialEntropy
    • transforms.BandPowerSpectralDensity
    • transforms.BandMeanAbsoluteDeviation
    • transforms.BandKurtosis
    • transforms.BandSkewness
    • transforms.DWTDecomposition
    • transforms.BandApproximateEntropy
    • transforms.BandSampleEntropy
    • transforms.BandSVDEntropy
    • transforms.BandDetrendedFluctuationAnalysis
    • transforms.BandHiguchiFractalDimension
    • transforms.BandHjorth
    • transforms.BandHurst
    • transforms.BandPetrosianFractalDimension
    • transforms.BandBinPower
    • transforms.BandSpectralEntropy
    • transforms.PearsonCorrelation
    • transforms.PhaseLockingCorrelation
    • transforms.MeanStdNormalize
    • transforms.MinMaxNormalize
    • transforms.PickElectrode
    • transforms.To2d
    • transforms.ToGrid
    • transforms.ToInterpolatedGrid
    • transforms.ARRCoefficient
    • transforms.Concatenate
    • transforms.ChunkConcatenate
  • PyG-based Transforms
    • transforms.pyg.ToG
    • transforms.pyg.ToDynamicG
  • Torch-based Transforms
    • transforms.ToTensor
    • transforms.Resize
    • transforms.RandomNoise
    • transforms.RandomMask
    • transforms.RandomWindowSlice
    • transforms.RandomWindowWarp
    • transforms.RandomPCANoise
    • transforms.RandomFlip
    • transforms.RandomSignFlip
    • transforms.RandomShift
    • transforms.RandomChannelShuffle
    • transforms.RandomFrequencyShift
  • Label Transforms
    • transforms.Select
    • transforms.FixCategory
    • transforms.Binary
    • transforms.BinaryOneVSRest
    • transforms.BinariesToCategory
    • transforms.StringToInt
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