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Section Navigation

  • Methods overview
    • Augmentation
      • Augmentation Methods
        • AddNoise
        • BaselineShift
        • FractionalShift
        • GaussianBroadening
        • IndexShift
        • SpectrumScale
    • Preprocessing
      • Baseline Methods
        • AirPls
        • ArPls
        • AsLs
        • ConstantBaselineCorrection
        • CubicSplineCorrection
        • LinearCorrection
        • NonNegative
        • PolynomialCorrection
        • RubberbandCorrection
        • SubtractReference
      • Projection Methods
        • DirectOrthogonalization
        • ExternalParameterOrthogonalization
        • OrthogonalPLS
        • OrthogonalSignalCorrection
        • Direct Orthogonalization
        • ExternalParameterOrthogonalization
        • ExternalParameterOrthogonalization
        • OrthogonalSignalCorrection
      • Derivative Methods
        • NorrisWilliams
        • SavitzkyGolay
      • Scale Methods
        • BandScaler
        • MinMaxScaler
        • NormScaler
        • ParetoScaler
        • PointScaler
      • Scatter Methods
        • ExtendedMultiplicativeScatterCorrection
        • MultiplicativeScatterCorrection
        • RobustNormalVariate
        • StandardNormalVariate
      • Smooth Methods
        • MeanFilter
        • MedianFilter
        • ModifiedSincFilter
        • SavitzkyGolayFilter
        • WhittakerSmooth
    • Feature Selection
      • Feature Selection Methods
        • IndexSelector
        • RangeCut
        • SRSelector
        • VIPSelector
    • Regression
      • Regression Methods
        • PLSRegression
    • Classification
      • Classification Methods
        • PLSDA
    • Outliers
      • Outliers Methods
        • DModX
        • HotellingT2
        • QResiduals
        • Leverage
        • StudentizedResiduals
    • Plotting
      • Plotting Methods
        • SpectraPlot
        • ScoresPlot
        • LoadingsPlot
        • DistancesPlot
        • ExplainedVariancePlot
        • FeatureSelectionPlot
        • PredictedVsActualPlot
        • YResidualsPlot
        • QQPlot
        • ResidualDistributionPlot
    • Inspector
      • Inspector Methods
        • PCAInspector
        • PLSRegressionInspector
        • PreprocessingInspector
    • Physics
      • Physics Methods
        • IntensityConversion
    • Adaptation
      • Adaptation Methods
        • DirectStandardization
        • PiecewiseDirectStandardization
        • SpectralSpaceTransform
        • XAxisInterpolator
        • MetadataFunctionTransformer
        • chemotools.adaptation.validation.check_metadata_function
        • chemotools.adaptation.functions.subtract_reference
        • chemotools.adaptation.functions.divide_by_reference
        • chemotools.adaptation.functions.scale_by_factor
        • chemotools.adaptation.functions.add_offset
  • Methods
  • Methods overview

Methods overview#

Browse the available chemotools methods by category.

  • Augmentation
  • Preprocessing
  • Feature Selection
  • Regression
  • Classification
  • Outliers
  • Plotting
  • Inspector
  • Physics
  • Adaptation

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