nirs4all.operators.augmentation package

Submodules

• nirs4all.operators.augmentation.edge_artifacts module
  • DetectorModel
    • DetectorModel.min_sensitivity
    • DetectorModel.name
    • DetectorModel.optimal_range
    • DetectorModel.roll_off_rate
  • DetectorRollOffAugmenter
  • EdgeArtifactsAugmenter
  • EdgeCurvatureAugmenter
  • StrayLightAugmenter
  • TruncatedPeakAugmenter
• nirs4all.operators.augmentation.environmental module
  • MoistureAugmenter
    • MoistureAugmenter.BOUND_WATER_PEAK_1ST
    • MoistureAugmenter.BOUND_WATER_PEAK_COMB
    • MoistureAugmenter.FREE_WATER_PEAK_1ST
    • MoistureAugmenter.FREE_WATER_PEAK_COMB
  • TemperatureAugmenter
• nirs4all.operators.augmentation.native module
• nirs4all.operators.augmentation.random module
  • Random_X_Operation
    • Random_X_Operation.fit()
    • Random_X_Operation.transform()
  • Rotate_Translate
    • Rotate_Translate.fit()
    • Rotate_Translate.transform()
• nirs4all.operators.augmentation.scattering module
  • EMSCDistortionAugmenter
  • ParticleSizeAugmenter
• nirs4all.operators.augmentation.spectral module
  • BandMasking
    • BandMasking.fit()
    • BandMasking.transform()
  • BandPerturbation
    • BandPerturbation.fit()
    • BandPerturbation.transform()
  • ChannelDropout
    • ChannelDropout.fit()
    • ChannelDropout.transform()
  • GaussianAdditiveNoise
    • GaussianAdditiveNoise.fit()
    • GaussianAdditiveNoise.transform()
  • GaussianSmoothingJitter
    • GaussianSmoothingJitter.fit()
    • GaussianSmoothingJitter.transform()
  • LinearBaselineDrift
    • LinearBaselineDrift.fit()
  • LocalClipping
    • LocalClipping.fit()
    • LocalClipping.transform()
  • LocalMixupAugmenter
    • LocalMixupAugmenter.fit()
    • LocalMixupAugmenter.transform()
  • LocalWavelengthWarp
    • LocalWavelengthWarp.fit()
  • MixupAugmenter
    • MixupAugmenter.fit()
    • MixupAugmenter.transform()
  • MultiplicativeNoise
    • MultiplicativeNoise.fit()
    • MultiplicativeNoise.transform()
  • PolynomialBaselineDrift
    • PolynomialBaselineDrift.fit()
  • ScatterSimulationMSC
    • ScatterSimulationMSC.fit()
  • SmoothMagnitudeWarp
    • SmoothMagnitudeWarp.fit()
  • SpikeNoise
    • SpikeNoise.fit()
    • SpikeNoise.transform()
  • UnsharpSpectralMask
    • UnsharpSpectralMask.fit()
    • UnsharpSpectralMask.transform()
  • WavelengthShift
    • WavelengthShift.fit()
  • WavelengthStretch
    • WavelengthStretch.fit()
• nirs4all.operators.augmentation.splines module
  • Spline_Curve_Simplification
    • Spline_Curve_Simplification.fit()
    • Spline_Curve_Simplification.transform()
  • Spline_Smoothing
    • Spline_Smoothing.fit()
    • Spline_Smoothing.transform()
  • Spline_X_Perturbations
    • Spline_X_Perturbations.fit()
    • Spline_X_Perturbations.transform()
  • Spline_X_Simplification
    • Spline_X_Simplification.fit()
    • Spline_X_Simplification.transform()
  • Spline_Y_Perturbations
    • Spline_Y_Perturbations.fit()
    • Spline_Y_Perturbations.transform()
  • X_length()
  • interval_selection()
  • segment_length()
  • segment_pt_coord()
• nirs4all.operators.augmentation.synthesis module
  • BatchEffectAugmenter
    • BatchEffectAugmenter.fit()
  • DeadBandAugmenter
    • DeadBandAugmenter.fit()
    • DeadBandAugmenter.transform()
  • HeteroscedasticNoiseAugmenter
    • HeteroscedasticNoiseAugmenter.fit()
    • HeteroscedasticNoiseAugmenter.transform()
  • InstrumentalBroadeningAugmenter
    • InstrumentalBroadeningAugmenter.fit()
  • PathLengthAugmenter
    • PathLengthAugmenter.fit()
    • PathLengthAugmenter.transform()