pysap.extensions.transform#

Wavelet transform module.

Available 2D transform from ISAP are:

to get the full list of builtin wavelets’ names just use the pysap.wavelist with isap-2d as the family argument.

Available 3D transform from ISAP are:

to get the full list of builtin wavelets’ names just use the pysap.wavelist with isap-3d as the family argument.

Available transform from pywt are:

to get the full list of builtin wavelets’ names just use the pysap.wavelist with pywt as the family argument.

class PyWaveletTransformBase(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)[source]#

Bases: pysap.base.transform.WaveletTransformBase

Define the structure that will be used to store the pywt results.

_init_transform(**kwargs)[source]#: Define the transform.

_analysis(data, **kwargs)[source]#

Decompose a real signal using pywt.

Parameters: data (numpy.ndarray) – a real array to be decomposed.
Returns: The decomposition coefficients and associated information
Return type: numpy.ndarray

_synthesis(analysis_data, analysis_header)[source]#

Reconstruct a real signal from the wavelet coefficients using pywt.

Parameters

analysis_data (list) – the wavelet coefficients array
analysis_header (dict) – the wavelet decomposition parameters

Returns

the reconstructed data array.

Return type

numpy.ndarray

_organize_pysap(coeffs)[source]#

Organize the coefficients from pywt for pysap.

Parameters: coeffs (list or numpy.ndarray) – the pywt input coefficents.
Returns: the organized coefficients and the pywt transform information
Return type: tuple

_organize_pywt(data, info)[source]#

Organize the coefficients from pysap for pywt.

Parameters

data (list) – the organized coefficients.
info (list) – the pywt transform information.

Returns

the pywt input coefficents.

Return type

list

pywt_class_factory(func, name, destination_module_globals)[source]#

Dynamically create a pywt transform.

In order to make the class publicly accessible, we assign the result of the function to a variable dynamically using globals().

Parameters

func (callable) – the wavelet transform function
name (str) – the wavelet name we want to instanciate

class ISAPWaveletTransformBase(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.base.transform.WaveletTransformBase

Define the structure that will be used to store the ISAP results.

_init_transform(**kwargs)[source]#: Define the transform.

_analysis(data, **kwargs)[source]#

Decompose a real signal using ISAP.

Parameters

data (numpy.ndarray) – a real array to be decomposed.
kwargs (dict (optional)) – the parameters that will be passed to pysap.extensions.mr_tansform.

Returns

The decomposition coefficients and associated information

Return type

numpy.ndarray

_synthesis(analysis_data, analysis_header)[source]#

Reconstruct a real signal from the wavelet coefficients using ISAP.

Parameters

analysis_data (list) – the wavelet coefficients array
analysis_header (dict) – the wavelet decomposition parameters

Returns

the reconstructed data array

Return type

numpy.ndarray

_set_transformation_parameters()[source]#: Declare transformation parameters.

_update_default_transformation_parameters()[source]#: Add a method to tune the default transformation parameters.

classmethod undecimated(nb_scale, iso_shape, nb_band)[source]#

Compute undecimated transformation parameters.

Parameters

nb_scale (int) – the number of scale of the decomposition that includes the approximation scale.
iso_shape (int) – the data isotropic shape.
nb_band (int) – the number of band.

Returns

bands_names: list of str: the name of the different bands.
flatten_fct: int: a function used to reorganize the ISAP decomposition coefficients, see pysap/extensions/formating.py module for more details.
unflatten_fct: callable: a function used to reorganize the decomposition coefficients using ISAP convention, see pysap/extensions/formating.py module for more details.
is_decimated: bool: True if the decomposition include a decimation of the band number of coefficients.
nb_band_per_scale: numpy.ndarray (<nb_scale>, ): vector of int holding the number of band per scale.
bands_lengths: numpy.ndarray: (<nb_scale>, max(<nb_band_per_scale>, 0)) array holding the length between two bands of the data vector per scale.
bands_shapes: list of list of 2-uplet: (<nb_scale>, <nb_band_per_scale>) structure holding the shape of each bands at each scale.

Return type

tuple

classmethod decimated(nb_scale, iso_shape, nb_band, scale_shift=0)[source]#

Compute decimated transformation parameters.

Parameters

nb_scale (int) – the number of scale of the decomposition that includes the approximation scale.
iso_shape (int) – the data isotropic shape.
nb_band (int) – the number of band.
scale_shift (int, default 0) – decimate the image with a factor of 2**(scale + scale_shift).

Returns

bands_names: list of str: the name of the different bands.
flatten_fct: int: a function used to reorganize the ISAP decomposition coefficients, see pysap/extensions/formating.py module for more details.
unflatten_fct: callable: a function used to reorganize the decomposition coefficients using ISAP convention, see pysap/extensions/formating.py module for more details.
is_decimated: bool: True if the decomposition include a decimation of the band number of coefficients.
nb_band_per_scale: numpy.ndarray (<nb_scale>, ): vector of int holding the number of band per scale.
bands_lengths: numpy.ndarray: (<nb_scale>, max(<nb_band_per_scale>, 0)) array holding the length between two bands of the data vector per scale.
bands_shapes: list of list of 2-uplet: (<nb_scale>, <nb_band_per_scale>) structure holding the shape of each bands at each scale.

Return type

tuple

class LinearWaveletTransformATrousAlgorithm(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Linear wavelet transform: a trous algorithm.

class BsplineWaveletTransformATrousAlgorithm(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Bspline wavelet transform: a trous algorithm.

class WaveletTransformInFourierSpace(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Wavelet transform in Fourier space.

class MorphologicalMedianTransform(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Morphological median transform.

class MorphologicalMinmaxTransform(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Morphological minmax transform.

class PyramidalLinearWaveletTransform(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Pyramidal linear wavelet transform.

class PyramidalBsplineWaveletTransform(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Pyramidal bspline wavelet transform.

class PyramidalWaveletTransformInFourierSpaceAlgo1(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Pyramidal wavelet transform in Fourier space: algo 1 (diff. between two resolutions).

class MeyerWaveletsCompactInFourierSpace(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Meyers wavelets (compact support in Fourier space).

class PyramidalMedianTransform(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Pyramidal median transform (PMT).

class PyramidalLaplacian(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Pyramidal laplacian.

class MorphologicalPyramidalMinmaxTransform(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Morphological pyramidal minmax transform.

class DecompositionOnScalingFunction(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Decomposition on scaling function.

class MallatWaveletTransform79Filters(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Mallat’s wavelet transform (7/9 filters).

class FeauveauWaveletTransform(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Feauveau’s wavelet transform.

_set_transformation_parameters()[source]#: Declare transformation parameters.

class FeauveauWaveletTransformWithoutUndersampling(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Feauveau’s wavelet transform without undersampling.

class LineColumnWaveletTransform1D1D(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Line Column Wavelet Transform (1D+1D).

_set_transformation_parameters()[source]#: Declare transformation parameters.

class HaarWaveletTransform(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Haar’s wavelet transform.

class HalfPyramidalTransform(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Half-pyramidal transform.

class MixedHalfPyramidalWTAndMedianMethod(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Mixed Half-pyramidal WT and Median method (WT-HPMT).

class UndecimatedDiadicWaveletTransform(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Undecimated diadic wavelet transform (two bands per scale).

_update_default_transformation_parameters()[source]#: Add a method to tune the default transformation parameters.

class MixedWTAndPMTMethod(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Mixed WT and PMT method (WT-PMT).

class UndecimatedHaarTransformATrousAlgorithm(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Undecimated Haar transform: a trous algorithm (one band per scale).

class UndecimatedBiOrthogonalTransform(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Undecimated (bi-) orthogonal transform (three bands per scale.

_update_default_transformation_parameters()[source]#: Add a method to tune the default transformation parameters.

class NonOrthogonalUndecimatedTransform(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Non orthogonal undecimated transform (three bands per scale).

_update_default_transformation_parameters()[source]#: Add a method to tune the default transformation parameters.

class IsotropicAndCompactSupportWaveletInFourierSpace(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Isotropic and compact support wavelet in Fourier space.

class PyramidalWaveletTransformInFourierSpaceAlgo2(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Pyramidal wavelet transform in Fourier space: algo 2 (diff. between the square of two resolutions).

class FastCurveletTransform(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Fast Curvelet Transform.

_set_transformation_parameters()[source]#: Declare transformation parameters.

class WaveletTransformViaLiftingScheme(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Wavelet transform via lifting scheme.

class OnLine53AndOnColumn44(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

5/3 on line and 4/4 on column.

_update_default_transformation_parameters()[source]#: Add a method to tune the default transformation parameters.

class OnLine44AndOnColumn53(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

4/4 on line and 5/3 on column.

_update_default_transformation_parameters()[source]#: Add a method to tune the default transformation parameters.

class BiOrthogonalTransform3D(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Mallat’s 3D wavelet transform (7/9 biorthogonal filters)

class Wavelet3DTransformViaLiftingScheme(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Wavelet transform via lifting scheme.

class ATrou3D(nb_scale, verbose=0, dim=2, padding_mode='zero', **kwargs)[source]#

Bases: pysap.extensions.transform.ISAPWaveletTransformBase

Wavelet transform with the A trou algorithm.

class bior11(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.bior11'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'bior1.1'#

class bior13(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.bior13'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'bior1.3'#

class bior15(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.bior15'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'bior1.5'#

class bior22(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.bior22'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'bior2.2'#

class bior24(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.bior24'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'bior2.4'#

class bior26(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.bior26'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'bior2.6'#

class bior28(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.bior28'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'bior2.8'#

class bior31(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.bior31'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'bior3.1'#

class bior33(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.bior33'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'bior3.3'#

class bior35(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.bior35'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'bior3.5'#

class bior37(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.bior37'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'bior3.7'#

class bior39(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.bior39'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'bior3.9'#

class bior44(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.bior44'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'bior4.4'#

class bior55(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.bior55'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'bior5.5'#

class bior68(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.bior68'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'bior6.8'#

class cgau1(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.cgau1'#

_pywt_func#: alias of pywt._extensions._pywt.ContinuousWavelet

_pywt_name = 'cgau1'#

class cgau2(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.cgau2'#

_pywt_func#: alias of pywt._extensions._pywt.ContinuousWavelet

_pywt_name = 'cgau2'#

class cgau3(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.cgau3'#

_pywt_func#: alias of pywt._extensions._pywt.ContinuousWavelet

_pywt_name = 'cgau3'#

class cgau4(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.cgau4'#

_pywt_func#: alias of pywt._extensions._pywt.ContinuousWavelet

_pywt_name = 'cgau4'#

class cgau5(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.cgau5'#

_pywt_func#: alias of pywt._extensions._pywt.ContinuousWavelet

_pywt_name = 'cgau5'#

class cgau6(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.cgau6'#

_pywt_func#: alias of pywt._extensions._pywt.ContinuousWavelet

_pywt_name = 'cgau6'#

class cgau7(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.cgau7'#

_pywt_func#: alias of pywt._extensions._pywt.ContinuousWavelet

_pywt_name = 'cgau7'#

class cgau8(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.cgau8'#

_pywt_func#: alias of pywt._extensions._pywt.ContinuousWavelet

_pywt_name = 'cgau8'#

class cmor(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.cmor'#

_pywt_func#: alias of pywt._extensions._pywt.ContinuousWavelet

_pywt_name = 'cmor'#

class coif1(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.coif1'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'coif1'#

class coif10(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.coif10'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'coif10'#

class coif11(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.coif11'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'coif11'#

class coif12(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.coif12'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'coif12'#

class coif13(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.coif13'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'coif13'#

class coif14(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.coif14'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'coif14'#

class coif15(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.coif15'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'coif15'#

class coif16(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.coif16'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'coif16'#

class coif17(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.coif17'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'coif17'#

class coif2(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.coif2'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'coif2'#

class coif3(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.coif3'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'coif3'#

class coif4(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.coif4'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'coif4'#

class coif5(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.coif5'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'coif5'#

class coif6(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.coif6'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'coif6'#

class coif7(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.coif7'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'coif7'#

class coif8(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.coif8'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'coif8'#

class coif9(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.coif9'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'coif9'#

class db1(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db1'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db1'#

class db10(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db10'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db10'#

class db11(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db11'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db11'#

class db12(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db12'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db12'#

class db13(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db13'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db13'#

class db14(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db14'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db14'#

class db15(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db15'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db15'#

class db16(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db16'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db16'#

class db17(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db17'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db17'#

class db18(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db18'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db18'#

class db19(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db19'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db19'#

class db2(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db2'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db2'#

class db20(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db20'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db20'#

class db21(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db21'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db21'#

class db22(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db22'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db22'#

class db23(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db23'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db23'#

class db24(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db24'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db24'#

class db25(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db25'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db25'#

class db26(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db26'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db26'#

class db27(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db27'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db27'#

class db28(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db28'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db28'#

class db29(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db29'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db29'#

class db3(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db3'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db3'#

class db30(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db30'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db30'#

class db31(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db31'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db31'#

class db32(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db32'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db32'#

class db33(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db33'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db33'#

class db34(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db34'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db34'#

class db35(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db35'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db35'#

class db36(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db36'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db36'#

class db37(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db37'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db37'#

class db38(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db38'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db38'#

class db4(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db4'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db4'#

class db5(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db5'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db5'#

class db6(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db6'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db6'#

class db7(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db7'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db7'#

class db8(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db8'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db8'#

class db9(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.db9'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'db9'#

class dmey(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.dmey'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'dmey'#

class fbsp(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.fbsp'#

_pywt_func#: alias of pywt._extensions._pywt.ContinuousWavelet

_pywt_name = 'fbsp'#

class gaus1(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.gaus1'#

_pywt_func#: alias of pywt._extensions._pywt.ContinuousWavelet

_pywt_name = 'gaus1'#

class gaus2(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.gaus2'#

_pywt_func#: alias of pywt._extensions._pywt.ContinuousWavelet

_pywt_name = 'gaus2'#

class gaus3(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.gaus3'#

_pywt_func#: alias of pywt._extensions._pywt.ContinuousWavelet

_pywt_name = 'gaus3'#

class gaus4(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.gaus4'#

_pywt_func#: alias of pywt._extensions._pywt.ContinuousWavelet

_pywt_name = 'gaus4'#

class gaus5(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.gaus5'#

_pywt_func#: alias of pywt._extensions._pywt.ContinuousWavelet

_pywt_name = 'gaus5'#

class gaus6(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.gaus6'#

_pywt_func#: alias of pywt._extensions._pywt.ContinuousWavelet

_pywt_name = 'gaus6'#

class gaus7(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.gaus7'#

_pywt_func#: alias of pywt._extensions._pywt.ContinuousWavelet

_pywt_name = 'gaus7'#

class gaus8(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.gaus8'#

_pywt_func#: alias of pywt._extensions._pywt.ContinuousWavelet

_pywt_name = 'gaus8'#

class haar(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.haar'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'haar'#

class mexh(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.mexh'#

_pywt_func#: alias of pywt._extensions._pywt.ContinuousWavelet

_pywt_name = 'mexh'#

class morl(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.morl'#

_pywt_func#: alias of pywt._extensions._pywt.ContinuousWavelet

_pywt_name = 'morl'#

class rbio11(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.rbio11'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'rbio1.1'#

class rbio13(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.rbio13'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'rbio1.3'#

class rbio15(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.rbio15'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'rbio1.5'#

class rbio22(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.rbio22'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'rbio2.2'#

class rbio24(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.rbio24'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'rbio2.4'#

class rbio26(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.rbio26'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'rbio2.6'#

class rbio28(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.rbio28'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'rbio2.8'#

class rbio31(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.rbio31'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'rbio3.1'#

class rbio33(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.rbio33'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'rbio3.3'#

class rbio35(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.rbio35'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'rbio3.5'#

class rbio37(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.rbio37'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'rbio3.7'#

class rbio39(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.rbio39'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'rbio3.9'#

class rbio44(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.rbio44'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'rbio4.4'#

class rbio55(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.rbio55'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'rbio5.5'#

class rbio68(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.rbio68'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'rbio6.8'#

class shan(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.shan'#

_pywt_func#: alias of pywt._extensions._pywt.ContinuousWavelet

_pywt_name = 'shan'#

class sym10(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.sym10'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'sym10'#

class sym11(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.sym11'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'sym11'#

class sym12(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.sym12'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'sym12'#

class sym13(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.sym13'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'sym13'#

class sym14(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.sym14'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'sym14'#

class sym15(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.sym15'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'sym15'#

class sym16(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.sym16'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'sym16'#

class sym17(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.sym17'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'sym17'#

class sym18(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.sym18'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'sym18'#

class sym19(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.sym19'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'sym19'#

class sym2(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.sym2'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'sym2'#

class sym20(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.sym20'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'sym20'#

class sym3(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.sym3'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'sym3'#

class sym4(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.sym4'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'sym4'#

class sym5(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.sym5'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'sym5'#

class sym6(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.sym6'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'sym6'#

class sym7(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.sym7'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'sym7'#

class sym8(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.sym8'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'sym8'#

class sym9(nb_scale, verbose=0, dim=2, is_decimated=True, axes=None, padding_mode='zero', **kwargs)#

Bases: pysap.extensions.transform.PyWaveletTransformBase

_id = 'pysap.extensions.transform.sym9'#

_pywt_func#: alias of pywt._extensions._pywt.Wavelet

_pywt_name = 'sym9'#