Index

A

AbundanceClassification (class in pysptools.classification) ACE (class in pysptools.detection) ACE() (in module pysptools.detection.detect) add() (pysptools.util.ROIs method)

apply() (pysptools.noise.MNF method) (pysptools.noise.Whiten method) ATGP (class in pysptools.eea) ATGP() (in module pysptools.eea.eea)

B

bilateral() (in module pysptools.sigproc)

C

CEM (class in pysptools.detection) CEM() (in module pysptools.detection.detect) chebyshev() (in module pysptools.distance) classify() (pysptools.classification.AbundanceClassification method) (pysptools.classification.NormXCorr method) (pysptools.classification.SAM method) (pysptools.classification.SID method) (pysptools.ml.HyperLGBMClassifier method) (pysptools.ml.HyperXGBClassifier method) (pysptools.skl.HyperAdaBoostClassifier method) (pysptools.skl.HyperBaggingClassifier method) (pysptools.skl.HyperExtraTreesClassifier method) (pysptools.skl.HyperGaussianNB method) (pysptools.skl.HyperGradientBoostingClassifier method) (pysptools.skl.HyperKNeighborsClassifier method) (pysptools.skl.HyperLogisticRegression method) (pysptools.skl.HyperRandomForestClassifier method) (pysptools.skl.HyperSVC method)

convert2d() (in module pysptools.util) convert3d() (in module pysptools.util) convex_hull_removal() (in module pysptools.spectro) corr() (in module pysptools.util) count() (pysptools.material_count.HfcVd method) (pysptools.material_count.HySime method) cov() (in module pysptools.util)

D

denoise_bands() (pysptools.noise.SavitzkyGolay method) denoise_spectra() (pysptools.noise.SavitzkyGolay method) detect() (pysptools.detection.ACE method) (pysptools.detection.CEM method) (pysptools.detection.GLRT method) (pysptools.detection.MatchedFilter method) (pysptools.detection.OSP method) display() (pysptools.abundance_maps.FCLS method) (pysptools.abundance_maps.NNLS method) (pysptools.abundance_maps.UCLS method) (pysptools.classification.AbundanceClassification method) (pysptools.classification.NormXCorr method) (pysptools.classification.Output method) (pysptools.classification.SAM method) (pysptools.classification.SID method) (pysptools.detection.ACE method) (pysptools.detection.CEM method) (pysptools.detection.GLRT method) (pysptools.detection.MatchedFilter method) (pysptools.detection.OSP method) (pysptools.eea.ATGP method) (pysptools.eea.FIPPI method) (pysptools.eea.NFINDR method) (pysptools.eea.PPI method) (pysptools.skl.KMeans method) (pysptools.spectro.FeaturesConvexHullQuotient method) (pysptools.spectro.SpectrumConvexHullQuotient method) (pysptools.util.ROIs method)

display_bands_sample() (pysptools.noise.SavitzkyGolay method) display_components() (pysptools.noise.MNF method) display_convex_hull_quotient() (pysptools.spectro.FeaturesConvexHullQuotient method) display_feature_importances() (pysptools.ml.HyperLGBMClassifier method) (pysptools.ml.HyperXGBClassifier method) (pysptools.skl.HyperAdaBoostClassifier method) (pysptools.skl.HyperExtraTreesClassifier method) (pysptools.skl.HyperGradientBoostingClassifier method) (pysptools.skl.HyperRandomForestClassifier method) display_linear_stretch() (in module pysptools.util) display_single_map() (pysptools.classification.NormXCorr method) (pysptools.classification.SAM method) (pysptools.classification.SID method) display_spectrum_sample() (pysptools.noise.SavitzkyGolay method) distance_match() (pysptools.spectro.USGS06SpecLib method)

E

EnviReader (class in pysptools.spectro) extract() (pysptools.eea.ATGP method) (pysptools.eea.FIPPI method) (pysptools.eea.NFINDR method) (pysptools.eea.PPI method)

F

FCLS (class in pysptools.abundance_maps) FCLS() (in module pysptools.abundance_maps.amaps) FeaturesConvexHullQuotient (class in pysptools.spectro) FIPPI (class in pysptools.eea) FIPPI() (in module pysptools.eea.eea) fit() (pysptools.ml.HyperLGBMClassifier method) (pysptools.ml.HyperXGBClassifier method) (pysptools.skl.HyperAdaBoostClassifier method) (pysptools.skl.HyperBaggingClassifier method) (pysptools.skl.HyperEstimatorCrossVal method) (pysptools.skl.HyperExtraTreesClassifier method) (pysptools.skl.HyperGaussianNB method) (pysptools.skl.HyperGradientBoostingClassifier method) (pysptools.skl.HyperKNeighborsClassifier method) (pysptools.skl.HyperLogisticRegression method) (pysptools.skl.HyperRandomForestClassifier method) (pysptools.skl.HyperSVC method)

fit_cube() (pysptools.skl.HyperEstimatorCrossVal method) fit_rois() (pysptools.ml.HyperLGBMClassifier method) (pysptools.ml.HyperXGBClassifier method) (pysptools.skl.HyperAdaBoostClassifier method) (pysptools.skl.HyperBaggingClassifier method) (pysptools.skl.HyperExtraTreesClassifier method) (pysptools.skl.HyperGaussianNB method) (pysptools.skl.HyperGradientBoostingClassifier method) (pysptools.skl.HyperKNeighborsClassifier method) (pysptools.skl.HyperLogisticRegression method) (pysptools.skl.HyperRandomForestClassifier method) (pysptools.skl.HyperSVC method)

G

get() (pysptools.noise.Whiten method) (pysptools.spectro.USGS06SpecLib method) get_absorbtion_depth() (pysptools.spectro.FeaturesConvexHullQuotient method) get_absorbtion_wavelength() (pysptools.spectro.FeaturesConvexHullQuotient method) get_angles_map() (pysptools.classification.SAM method) get_angles_stats() (pysptools.classification.SAM method) get_area() (pysptools.spectro.FeaturesConvexHullQuotient method) get_best_params() (pysptools.skl.HyperEstimatorCrossVal method) get_components() (pysptools.noise.MNF method) get_continuum_removed_spectrum() (pysptools.spectro.FeaturesConvexHullQuotient method) (pysptools.spectro.SpectrumConvexHullQuotient method) get_continuum_slope() (pysptools.spectro.FeaturesConvexHullQuotient method) get_continuum_start_wavelength() (pysptools.spectro.FeaturesConvexHullQuotient method) get_continuum_stop_wavelength() (pysptools.spectro.FeaturesConvexHullQuotient method) get_full_width_at_half_maximum() (pysptools.spectro.FeaturesConvexHullQuotient method) get_hull_x() (pysptools.spectro.SpectrumConvexHullQuotient method) get_hull_y() (pysptools.spectro.SpectrumConvexHullQuotient method)

get_idx() (pysptools.eea.ATGP method) (pysptools.eea.FIPPI method) (pysptools.eea.NFINDR method) (pysptools.eea.PPI method) get_iterations() (pysptools.eea.NFINDR method) get_labels() (pysptools.util.ROIs method) get_next() (pysptools.spectro.USGS06SpecLib method) (pysptools.util.ROIs method) get_NormXCorr_map() (pysptools.classification.NormXCorr method) get_number_of_kept_features() (pysptools.spectro.FeaturesConvexHullQuotient method) get_SID_map() (pysptools.classification.SID method) get_single_map() (pysptools.classification.NormXCorr method) (pysptools.classification.SAM method) (pysptools.classification.SID method) get_substance() (pysptools.spectro.USGS06SpecLib method) GLRT (class in pysptools.detection) GLRT() (in module pysptools.detection.detect)

H

HfcVd (class in pysptools.material_count) HfcVd() (in module pysptools.material_count.vd) hyper_scale() (in module pysptools.skl) HyperAdaBoostClassifier (class in pysptools.skl) HyperBaggingClassifier (class in pysptools.skl) HyperEstimatorCrossVal (class in pysptools.skl) HyperExtraTreesClassifier (class in pysptools.skl) HyperGaussianNB (class in pysptools.skl)

HyperGradientBoostingClassifier (class in pysptools.skl) HyperKNeighborsClassifier (class in pysptools.skl) HyperLGBMClassifier (class in pysptools.ml) HyperLogisticRegression (class in pysptools.skl) HyperRandomForestClassifier (class in pysptools.skl) HyperSVC (class in pysptools.skl) HyperXGBClassifier (class in pysptools.ml) HySime (class in pysptools.material_count) hysime() (in module pysptools.material_count.vd)

I

InputValidation (class in pysptools.util)

inverse_transform() (pysptools.noise.MNF method)

J

JSONReader (class in pysptools.spectro)

K

KMeans (class in pysptools.skl)

L

load_ENVI_file() (in module pysptools.util) load_ENVI_spec_lib() (in module pysptools.util)

load_lgbm_model() (in module pysptools.ml) load_mat_file (class in pysptools.util) load_xgb_model() (in module pysptools.ml)

M

map() (pysptools.abundance_maps.FCLS method) (pysptools.abundance_maps.NNLS method) (pysptools.abundance_maps.UCLS method)

MatchedFilter (class in pysptools.detection) MatchedFilter() (in module pysptools.detection.detect) MNF (class in pysptools.noise)

N

NFINDR (class in pysptools.eea) NNLS (class in pysptools.abundance_maps) NNLS() (in module pysptools.abundance_maps.amaps)

normalize() (in module pysptools.util) NormXCorr (class in pysptools.classification) NormXCorr() (in module pysptools.distance)

O

OSP (class in pysptools.detection)

OSP() (in module pysptools.detection.detect) Output (class in pysptools.classification)

P

partial_fit() (pysptools.ml.HyperLGBMClassifier method) (pysptools.ml.HyperXGBClassifier method) plot() (pysptools.abundance_maps.FCLS method) (pysptools.abundance_maps.NNLS method) (pysptools.abundance_maps.UCLS method) (pysptools.classification.AbundanceClassification method) (pysptools.classification.NormXCorr method) (pysptools.classification.Output method) (pysptools.classification.SAM method) (pysptools.classification.SID method) (pysptools.detection.ACE method) (pysptools.detection.CEM method) (pysptools.detection.GLRT method) (pysptools.detection.MatchedFilter method) (pysptools.detection.OSP method) (pysptools.eea.ATGP method) (pysptools.eea.FIPPI method) (pysptools.eea.NFINDR method) (pysptools.eea.PPI method) (pysptools.skl.KMeans method) (pysptools.spectro.FeaturesConvexHullQuotient method) (pysptools.spectro.SpectrumConvexHullQuotient method) (pysptools.util.ROIs method) plot_bands_sample() (pysptools.noise.SavitzkyGolay method) plot_components() (pysptools.noise.MNF method) plot_convex_hull_quotient() (pysptools.spectro.FeaturesConvexHullQuotient method) plot_feature_importances() (pysptools.ml.HyperLGBMClassifier method) (pysptools.ml.HyperXGBClassifier method) (pysptools.skl.HyperAdaBoostClassifier method) (pysptools.skl.HyperExtraTreesClassifier method) (pysptools.skl.HyperGradientBoostingClassifier method) (pysptools.skl.HyperRandomForestClassifier method)

plot_histo() (pysptools.classification.NormXCorr method) (pysptools.classification.SAM method) (pysptools.classification.SID method) plot_linear_stretch() (in module pysptools.util) plot_single_map() (pysptools.classification.NormXCorr method) (pysptools.classification.SAM method) (pysptools.classification.SID method) plot_spectrum_sample() (pysptools.noise.SavitzkyGolay method) PPI (class in pysptools.eea) PPI() (in module pysptools.eea.eea) predict() (pysptools.skl.HyperSVC method) (pysptools.skl.KMeans method) print() (pysptools.skl.HyperEstimatorCrossVal method) print_stats() (pysptools.spectro.FeaturesConvexHullQuotient method) pysptools.abundance_maps (module) pysptools.classification (module) pysptools.detection (module) pysptools.distance (module) pysptools.eea (module) pysptools.material_count (module) pysptools.ml (module) pysptools.noise (module) pysptools.sigproc (module) pysptools.skl (module) pysptools.spectro (module) pysptools.util (module)

R

ROIs (class in pysptools.util)

S

SAM (class in pysptools.classification) SAM() (in module pysptools.distance) save() (pysptools.ml.HyperLGBMClassifier method) (pysptools.ml.HyperXGBClassifier method) SavitzkyGolay (class in pysptools.noise)

shape_to_XY() (in module pysptools.skl) shrink (class in pysptools.util) SID (class in pysptools.classification) SID() (in module pysptools.distance) SpectrumConvexHullQuotient (class in pysptools.spectro)

U

UCLS (class in pysptools.abundance_maps)

UCLS() (in module pysptools.abundance_maps.amaps) USGS06SpecLib (class in pysptools.spectro)

W

Whiten (class in pysptools.noise)

whiten() (in module pysptools.noise.dnoise)