nirs4all.operators.transforms package

Submodules

• nirs4all.operators.transforms.concat module
  • FeatureConcat
    • FeatureConcat.channel_widths()
    • FeatureConcat.fit()
    • FeatureConcat.set_fit_request()
    • FeatureConcat.transform()
• nirs4all.operators.transforms.fck_static module
  • FCKStaticTransformer
    • FCKStaticTransformer.fit()
    • FCKStaticTransformer.transform()
• nirs4all.operators.transforms.feature_selection module
  • FlexiblePCA
    • FlexiblePCA.__repr__()
    • FlexiblePCA.fit()
    • FlexiblePCA.get_feature_names_out()
    • FlexiblePCA.inverse_transform()
    • FlexiblePCA.transform()
  • FlexibleSVD
    • FlexibleSVD.__repr__()
    • FlexibleSVD.fit()
    • FlexibleSVD.get_feature_names_out()
    • FlexibleSVD.inverse_transform()
    • FlexibleSVD.transform()
• nirs4all.operators.transforms.features module
  • CropTransformer
    • CropTransformer.fit()
    • CropTransformer.transform()
  • FlattenPreprocessing
    • FlattenPreprocessing.fit()
    • FlattenPreprocessing.transform()
  • ResampleTransformer
    • ResampleTransformer.fit()
    • ResampleTransformer.transform()
• nirs4all.operators.transforms.nirs module
  • ASLSBaseline
    • ASLSBaseline.set_transform_request()
  • AirPLS
    • AirPLS.set_transform_request()
  • ArPLS
    • ArPLS.set_transform_request()
  • BEADS
    • BEADS.set_transform_request()
  • IASLS
    • IASLS.set_transform_request()
  • IModPoly
    • IModPoly.set_transform_request()
  • LogTransform
    • LogTransform.fit()
    • LogTransform.inverse_transform()
    • LogTransform.set_transform_request()
    • LogTransform.transform()
  • ModPoly
    • ModPoly.set_transform_request()
  • PyBaselineCorrection
    • PyBaselineCorrection.fit()
    • PyBaselineCorrection.get_params()
    • PyBaselineCorrection.list_methods()
    • PyBaselineCorrection.set_params()
    • PyBaselineCorrection.set_transform_request()
    • PyBaselineCorrection.transform()
  • ReflectanceToAbsorbance
    • ReflectanceToAbsorbance.fit()
    • ReflectanceToAbsorbance.inverse_transform()
    • ReflectanceToAbsorbance.set_transform_request()
    • ReflectanceToAbsorbance.transform()
  • RollingBall
    • RollingBall.set_transform_request()
  • SNIP
    • SNIP.set_transform_request()
  • WaveletFeatures
    • WaveletFeatures.fit()
    • WaveletFeatures.get_feature_names_out()
    • WaveletFeatures.set_transform_request()
    • WaveletFeatures.transform()
  • WaveletPCA
    • WaveletPCA.fit()
    • WaveletPCA.get_feature_names_out()
    • WaveletPCA.set_transform_request()
    • WaveletPCA.transform()
  • WaveletSVD
    • WaveletSVD.fit()
    • WaveletSVD.get_feature_names_out()
    • WaveletSVD.set_transform_request()
    • WaveletSVD.transform()
  • first_derivative()
  • log_transform()
  • msc()
  • pybaseline_correction()
  • reflectance_to_absorbance()
  • savgol()
  • second_derivative()
  • wavelet_transform()
• nirs4all.operators.transforms.norris_williams module
  • NorrisWilliams
    • NorrisWilliams.fit()
    • NorrisWilliams.set_transform_request()
    • NorrisWilliams.transform()
  • norris_williams()
• nirs4all.operators.transforms.orthogonalization module
  • EPO
    • EPO.fit()
    • EPO.fit_transform()
    • EPO.set_fit_request()
    • EPO.transform()
  • OSC
    • OSC.fit()
    • OSC.fit_transform()
    • OSC.transform()
• nirs4all.operators.transforms.presets module
  • decon_set()
  • dumb_and_dumber_set()
  • dumb_set()
  • dumb_set_2D()
  • fat_set()
  • haar_only()
  • id_preprocessing()
  • list_of_2D_sets()
  • nicon_set()
  • optimal_set_2D()
  • preprocessing_list()
  • savgol_only()
  • senseen_set()
  • small_set()
  • special_set()
  • transf_set()
• nirs4all.operators.transforms.resampler module
• nirs4all.operators.transforms.scalers module
  • Derivate
    • Derivate.fit()
    • Derivate.set_transform_request()
    • Derivate.transform()
  • LocalStandardNormalVariate
    • LocalStandardNormalVariate.fit()
    • LocalStandardNormalVariate.fit_transform()
    • LocalStandardNormalVariate.transform()
  • Normalize
    • Normalize.fit()
    • Normalize.inverse_transform()
    • Normalize.partial_fit()
    • Normalize.transform()
    • Normalize.user_defined
  • SimpleScale
    • SimpleScale.fit()
    • SimpleScale.inverse_transform()
    • SimpleScale.partial_fit()
    • SimpleScale.transform()
  • derivate()
  • norml()
  • spl_norml()
• nirs4all.operators.transforms.sequence module
  • SequenceSummary
    • SequenceSummary.channel_bounds_
    • SequenceSummary.channel_names_
    • SequenceSummary.feature_names_in_
    • SequenceSummary.fit()
    • SequenceSummary.get_feature_names_out()
    • SequenceSummary.include_length_
    • SequenceSummary.min_observations_
    • SequenceSummary.n_features_in_
    • SequenceSummary.n_features_out_
    • SequenceSummary.statistics_
    • SequenceSummary.transform()
• nirs4all.operators.transforms.signal module
  • Baseline
    • Baseline.fit()
    • Baseline.inverse_transform()
    • Baseline.partial_fit()
    • Baseline.transform()
  • baseline()
  • detrend()
  • gaussian()
• nirs4all.operators.transforms.signal_conversion module
  • FractionToPercent
    • FractionToPercent.fit()
    • FractionToPercent.inverse_transform()
    • FractionToPercent.transform()
  • FromAbsorbance
    • FromAbsorbance.fit()
    • FromAbsorbance.inverse_transform()
    • FromAbsorbance.transform()
  • KubelkaMunk
    • KubelkaMunk.fit()
    • KubelkaMunk.inverse_transform()
    • KubelkaMunk.transform()
  • PercentToFraction
    • PercentToFraction.fit()
    • PercentToFraction.inverse_transform()
    • PercentToFraction.transform()
  • SignalTypeConverter
    • SignalTypeConverter.fit()
    • SignalTypeConverter.inverse_transform()
    • SignalTypeConverter.transform()
  • ToAbsorbance
    • ToAbsorbance.fit()
    • ToAbsorbance.inverse_transform()
    • ToAbsorbance.transform()
• nirs4all.operators.transforms.targets module
  • IntegerKBinsDiscretizer
    • IntegerKBinsDiscretizer.fit()
    • IntegerKBinsDiscretizer.inverse_transform()
    • IntegerKBinsDiscretizer.transform()
  • RangeDiscretizer
    • RangeDiscretizer.__sklearn_clone__()
    • RangeDiscretizer.fit()
    • RangeDiscretizer.get_params()
    • RangeDiscretizer.inverse_transform()
    • RangeDiscretizer.set_params()
    • RangeDiscretizer.transform()
• nirs4all.operators.transforms.wavelet_denoise module
  • WaveletDenoise
    • WaveletDenoise.fit()
    • WaveletDenoise.transform()
  • wavelet_denoise()