SPORCO 0.2.1 documentation
Index
Contents
Index
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A
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B
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C
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D
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E
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F
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G
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H
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I
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K
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L
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M
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N
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O
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P
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R
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S
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T
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U
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V
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W
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X
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Y
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Z
_
_depwarn() (in module sporco.util)
_DictLearn_Meta (class in sporco.dictlrn.dictlrn)
_fix_dynamic_class_lookup() (in module sporco.common)
_fix_nested_class_lookup() (in module sporco.common)
_IterSolver_Meta (class in sporco.common)
_linprog() (in module sporco.interp)
_Pcn() (in module sporco.cnvrep)
_Pcn_crp() (in module sporco.cnvrep)
_Pcn_zm() (in module sporco.cnvrep)
_Pcn_zm_crp() (in module sporco.cnvrep)
A
AddMaskSim (class in sporco.admm.cbpdn)
ADMM (class in sporco.admm.admm)
ADMM.Options (class in sporco.admm.admm)
ADMMConsensus (class in sporco.admm.admm)
ADMMConsensus.Options (class in sporco.admm.admm)
ADMMEqual (class in sporco.admm.admm)
ADMMEqual.Options (class in sporco.admm.admm)
ADMMTwoBlockCnstrnt (class in sporco.admm.admm)
ADMMTwoBlockCnstrnt.Options (class in sporco.admm.admm)
array2ntpl() (in module sporco.array)
(in module sporco.util)
array_module() (in module sporco.cupy)
atleast_nd() (in module sporco.array)
available_gpu() (in module sporco.cupy)
average_blocks() (in module sporco.array)
(in module sporco.util)
B
BacktrackBase (class in sporco.pgm.backtrack)
BacktrackRobust (class in sporco.pgm.backtrack)
BacktrackStandard (class in sporco.pgm.backtrack)
bcrop() (in module sporco.cnvrep)
bilinear_demosaic() (in module sporco.interp)
block_cat() (sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.cbpdn.ConvTwoBlockCnstrnt method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcplBase method)
(sporco.admm.pdcsc.ConvProdDictL1L1Grd method)
block_circulant() (in module sporco.linalg)
block_sep() (sporco.admm.admm.ADMMTwoBlockCnstrnt method)
block_sep0() (sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.cbpdn.ConvTwoBlockCnstrnt method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcplBase method)
(sporco.admm.pdcsc.ConvProdDictL1L1Grd method)
block_sep1() (sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.pdcsc.ConvProdDictL1L1Grd method)
BPDN (class in sporco.admm.bpdn)
(class in sporco.fista.bpdn)
(class in sporco.pgm.bpdn)
BPDN.Options (class in sporco.admm.bpdn)
(class in sporco.fista.bpdn)
(class in sporco.pgm.bpdn)
BPDNDictLearn (class in sporco.dictlrn.bpdndl)
BPDNDictLearn.Options (class in sporco.dictlrn.bpdndl)
BPDNJoint (class in sporco.admm.bpdn)
BPDNProjL1 (class in sporco.admm.bpdn)
BPDNProjL1.Options (class in sporco.admm.bpdn)
bsnr() (in module sporco.metric)
C
cbpdn() (in module sporco.cuda)
cbpdn_class_label_lookup() (in module sporco.dictlrn.cbpdndl)
cbpdngrd() (in module sporco.cuda)
cbpdngrdmsk() (in module sporco.cuda)
cbpdnmsk() (in module sporco.cuda)
cbpdnmsk_class_label_lookup() (in module sporco.dictlrn.cbpdndlmd)
ccmod_class_label_lookup() (in module sporco.dictlrn.cbpdndl)
ccmodmsk_class_label_lookup() (in module sporco.dictlrn.cbpdndlmd)
CDU_ConvRepIndexing (class in sporco.cnvrep)
check() (sporco.cdict.ConstrainedDict method)
cho_factor() (in module sporco.linalg)
cho_solve_AATI() (in module sporco.linalg)
cho_solve_ATAI() (in module sporco.linalg)
close() (in module sporco.plot)
cnst_A() (sporco.admm.admm.ADMM method)
(sporco.admm.admm.ADMMEqual method)
(sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.cbpdn.ConvTwoBlockCnstrnt method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcplBase method)
(sporco.admm.rpca.RobustPCA method)
(sporco.admm.spline.SplineL1 method)
(sporco.admm.tvl1.TVL1Deconv method)
(sporco.admm.tvl1.TVL1Denoise method)
(sporco.admm.tvl2.TVL2Deconv method)
(sporco.admm.tvl2.TVL2Denoise method)
cnst_A0() (sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.cbpdn.ConvTwoBlockCnstrnt method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcplBase method)
(sporco.admm.pdcsc.ConvProdDictL1L1Grd method)
cnst_A0T() (sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.cbpdn.ConvTwoBlockCnstrnt method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcplBase method)
(sporco.admm.pdcsc.ConvProdDictL1L1Grd method)
cnst_A1() (sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.bpdn.MinL1InL2Ball method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
cnst_A1T() (sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.bpdn.MinL1InL2Ball method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
cnst_AT() (sporco.admm.admm.ADMM method)
(sporco.admm.admm.ADMMEqual method)
(sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
(sporco.admm.rpca.RobustPCA method)
(sporco.admm.spline.SplineL1 method)
(sporco.admm.tvl1.TVL1Deconv method)
(sporco.admm.tvl1.TVL1Denoise method)
(sporco.admm.tvl2.TVL2Deconv method)
(sporco.admm.tvl2.TVL2Denoise method)
cnst_B() (sporco.admm.admm.ADMM method)
(sporco.admm.admm.ADMMEqual method)
(sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
(sporco.admm.rpca.RobustPCA method)
(sporco.admm.spline.SplineL1 method)
(sporco.admm.tvl1.TVL1Deconv method)
(sporco.admm.tvl1.TVL1Denoise method)
(sporco.admm.tvl2.TVL2Deconv method)
(sporco.admm.tvl2.TVL2Denoise method)
cnst_c() (sporco.admm.admm.ADMM method)
(sporco.admm.admm.ADMMEqual method)
(sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
(sporco.admm.rpca.RobustPCA method)
(sporco.admm.spline.SplineL1 method)
(sporco.admm.tvl1.TVL1Deconv method)
(sporco.admm.tvl1.TVL1Denoise method)
(sporco.admm.tvl2.TVL2Deconv method)
(sporco.admm.tvl2.TVL2Denoise method)
cnst_c0() (sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.cbpdn.ConvTwoBlockCnstrnt method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcplBase method)
cnst_c1() (sporco.admm.admm.ADMMTwoBlockCnstrnt method)
CnstrMOD (class in sporco.admm.cmod)
(class in sporco.pgm.cmod)
CnstrMOD.Options (class in sporco.admm.cmod)
(class in sporco.pgm.cmod)
combination_step() (sporco.fista.fista.FISTA method)
(sporco.fista.fista.FISTADFT method)
combine_blocks() (in module sporco.array)
(in module sporco.util)
complex_dtype() (in module sporco.fft)
complex_randn() (in module sporco.signal)
(in module sporco.util)
compute_residuals() (sporco.admm.admm.ADMM method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcpl_Consensus method)
(sporco.fista.fista.FISTA method)
(sporco.pgm.pgm.PGM method)
config_notebook_plotting() (in module sporco.plot)
ConstrainedDict (class in sporco.cdict)
ContextTimer (class in sporco.util)
contour() (in module sporco.plot)
ConvBPDN (class in sporco.admm.cbpdn)
(class in sporco.fista.cbpdn)
(class in sporco.pgm.cbpdn)
ConvBPDN() (in module sporco.dictlrn.cbpdndl)
ConvBPDN.Options (class in sporco.admm.cbpdn)
(class in sporco.fista.cbpdn)
(class in sporco.pgm.cbpdn)
ConvBPDNDictLearn (class in sporco.dictlrn.cbpdndl)
ConvBPDNDictLearn.Options (class in sporco.dictlrn.cbpdndl)
ConvBPDNDictLearn_Consensus (class in sporco.dictlrn.prlcnscdl)
ConvBPDNDictLearn_Consensus.Options (class in sporco.dictlrn.prlcnscdl)
ConvBPDNGradReg (class in sporco.admm.cbpdn)
ConvBPDNGradReg.Options (class in sporco.admm.cbpdn)
ConvBPDNInhib (class in sporco.admm.cbpdnin)
ConvBPDNInhib.Options (class in sporco.admm.cbpdnin)
ConvBPDNJoint (class in sporco.admm.cbpdn)
ConvBPDNJoint.Options (class in sporco.admm.cbpdn)
ConvBPDNMask (class in sporco.fista.cbpdn)
(class in sporco.pgm.cbpdn)
ConvBPDNMask() (in module sporco.dictlrn.cbpdndlmd)
ConvBPDNMaskDcpl (class in sporco.admm.cbpdn)
ConvBPDNMaskDcpl.Options (class in sporco.admm.cbpdn)
ConvBPDNMaskDcplDictLearn_Consensus (class in sporco.dictlrn.prlcnscdl)
ConvBPDNMaskDcplDictLearn_Consensus.Options (class in sporco.dictlrn.prlcnscdl)
ConvBPDNMaskDictLearn (class in sporco.dictlrn.cbpdndlmd)
ConvBPDNMaskDictLearn.Options (class in sporco.dictlrn.cbpdndlmd)
ConvBPDNMaskOptions() (in module sporco.dictlrn.cbpdndlmd)
ConvBPDNMaskOptionsDefaults() (in module sporco.dictlrn.cbpdndlmd)
ConvBPDNOptions() (in module sporco.dictlrn.cbpdndl)
ConvBPDNOptionsDefaults() (in module sporco.dictlrn.cbpdndl)
ConvBPDNProjL1 (class in sporco.admm.cbpdn)
ConvBPDNProjL1.Options (class in sporco.admm.cbpdn)
ConvBPDNRecTV (class in sporco.admm.cbpdntv)
ConvBPDNRecTV.Options (class in sporco.admm.cbpdntv)
ConvBPDNScalarTV (class in sporco.admm.cbpdntv)
ConvBPDNScalarTV.Options (class in sporco.admm.cbpdntv)
ConvBPDNVectorTV (class in sporco.admm.cbpdntv)
ConvCnstrMOD (class in sporco.fista.ccmod)
(class in sporco.pgm.ccmod)
ConvCnstrMOD() (in module sporco.admm.ccmod)
(in module sporco.dictlrn.cbpdndl)
ConvCnstrMOD.Options (class in sporco.fista.ccmod)
(class in sporco.pgm.ccmod)
ConvCnstrMOD_CG (class in sporco.admm.ccmod)
ConvCnstrMOD_CG.Options (class in sporco.admm.ccmod)
ConvCnstrMOD_Consensus (class in sporco.admm.ccmod)
ConvCnstrMOD_Consensus.Options (class in sporco.admm.ccmod)
ConvCnstrMOD_IterSM (class in sporco.admm.ccmod)
ConvCnstrMOD_IterSM.Options (class in sporco.admm.ccmod)
ConvCnstrMODBase (class in sporco.admm.ccmod)
ConvCnstrMODBase.Options (class in sporco.admm.ccmod)
ConvCnstrMODMask (class in sporco.fista.ccmod)
(class in sporco.pgm.ccmod)
ConvCnstrMODMask() (in module sporco.dictlrn.cbpdndlmd)
ConvCnstrMODMask.Options (class in sporco.fista.ccmod)
(class in sporco.pgm.ccmod)
ConvCnstrMODMaskDcpl() (in module sporco.admm.ccmodmd)
ConvCnstrMODMaskDcpl_CG (class in sporco.admm.ccmodmd)
ConvCnstrMODMaskDcpl_CG.Options (class in sporco.admm.ccmodmd)
ConvCnstrMODMaskDcpl_Consensus (class in sporco.admm.ccmodmd)
ConvCnstrMODMaskDcpl_IterSM (class in sporco.admm.ccmodmd)
ConvCnstrMODMaskDcpl_IterSM.Options (class in sporco.admm.ccmodmd)
ConvCnstrMODMaskDcplBase (class in sporco.admm.ccmodmd)
ConvCnstrMODMaskDcplBase.Options (class in sporco.admm.ccmodmd)
ConvCnstrMODMaskDcplOptions() (in module sporco.admm.ccmodmd)
ConvCnstrMODMaskOptions() (in module sporco.dictlrn.cbpdndlmd)
ConvCnstrMODMaskOptionsDefaults() (in module sporco.dictlrn.cbpdndlmd)
ConvCnstrMODOptions() (in module sporco.admm.ccmod)
(in module sporco.dictlrn.cbpdndl)
ConvCnstrMODOptionsDefaults() (in module sporco.dictlrn.cbpdndl)
convdicts() (in module sporco.util)
ConvElasticNet (class in sporco.admm.cbpdn)
ConvL1L1Grd (class in sporco.admm.cbpdn)
ConvL1L1Grd.Options (class in sporco.admm.cbpdn)
ConvMinL1InL2Ball (class in sporco.admm.cbpdn)
ConvMinL1InL2Ball.Options (class in sporco.admm.cbpdn)
ConvProdDictBPDN (class in sporco.admm.pdcsc)
ConvProdDictBPDNJoint (class in sporco.admm.pdcsc)
ConvProdDictL1L1Grd (class in sporco.admm.pdcsc)
ConvProdDictL1L1GrdJoint (class in sporco.admm.pdcsc)
ConvProdDictL1L1GrdJoint.Options (class in sporco.admm.pdcsc)
ConvTwoBlockCnstrnt (class in sporco.admm.cbpdn)
ConvTwoBlockCnstrnt.Options (class in sporco.admm.cbpdn)
cp2np() (in module sporco.cupy)
CSC_ConvRepIndexing (class in sporco.cnvrep)
cupy_wrapper() (in module sporco.cupy)
current_device() (in module sporco.cuda)
D
dctii() (in module sporco.fft)
defaults (sporco.cdict.ConstrainedDict attribute)
device_by_load() (in module sporco.cupy)
device_count() (in module sporco.cuda)
device_name() (in module sporco.cuda)
DictionarySize (class in sporco.cnvrep)
DictLearn (class in sporco.dictlrn.dictlrn)
DictLearn.Options (class in sporco.dictlrn.dictlrn)
display_config() (sporco.dictlrn.onlinecdl.OnlineConvBPDNDictLearn method)
display_end() (sporco.admm.admm.ADMM method)
(sporco.dictlrn.onlinecdl.OnlineConvBPDNDictLearn method)
(sporco.fista.fista.FISTA method)
(sporco.pgm.pgm.PGM method)
display_start() (sporco.admm.admm.ADMM method)
(sporco.dictlrn.onlinecdl.OnlineConvBPDNDictLearn method)
(sporco.fista.fista.FISTA method)
(sporco.pgm.pgm.PGM method)
display_status() (sporco.admm.admm.ADMM method)
(sporco.dictlrn.onlinecdl.OnlineConvBPDNDictLearn method)
(sporco.fista.fista.FISTA method)
(sporco.pgm.pgm.PGM method)
distribute() (sporco.admm.parcbpdn.ParConvBPDN method)
dot() (in module sporco.linalg)
dstep() (sporco.dictlrn.onlinecdl.OnlineConvBPDNDictLearn method)
(sporco.dictlrn.onlinecdl.OnlineConvBPDNMaskDictLearn method)
E
elapsed() (sporco.util.ContextTimer method)
(sporco.util.Timer method)
ElasticNet (class in sporco.admm.bpdn)
eval_Dxy() (sporco.fista.fista.FISTA method)
(sporco.fista.fista.FISTADFT method)
(sporco.pgm.pgm.PGM method)
(sporco.pgm.pgm.PGMDFT method)
eval_grad() (sporco.fista.bpdn.BPDN method)
(sporco.fista.cbpdn.ConvBPDN method)
(sporco.fista.cbpdn.ConvBPDNMask method)
(sporco.fista.ccmod.ConvCnstrMOD method)
(sporco.fista.ccmod.ConvCnstrMODMask method)
(sporco.fista.fista.FISTA method)
(sporco.fista.ppp.GenericPPP method)
eval_linear_approx() (sporco.fista.fista.FISTA method)
(sporco.fista.fista.FISTADFT method)
(sporco.pgm.pgm.PGM method)
(sporco.pgm.pgm.PGMDFT method)
eval_objfn() (sporco.admm.admm.ADMM method)
(sporco.admm.admm.ADMMConsensus method)
(sporco.admm.admm.ADMMEqual method)
(sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.bpdn.BPDNProjL1 method)
(sporco.admm.bpdn.GenericBPDN method)
(sporco.admm.bpdn.MinL1InL2Ball method)
(sporco.admm.cbpdn.ConvBPDNMaskDcpl method)
(sporco.admm.cbpdn.ConvBPDNProjL1 method)
(sporco.admm.cbpdn.ConvL1L1Grd method)
(sporco.admm.cbpdn.ConvMinL1InL2Ball method)
(sporco.admm.cbpdn.ConvTwoBlockCnstrnt method)
(sporco.admm.cbpdn.GenericConvBPDN method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
(sporco.admm.ccmod.ConvCnstrMOD_Consensus method)
(sporco.admm.ccmod.ConvCnstrMODBase method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcplBase method)
(sporco.admm.cmod.CnstrMOD method)
(sporco.admm.ppp.GenericPPP method)
(sporco.admm.ppp.GenericPPPConsensus method)
(sporco.admm.rpca.RobustPCA method)
(sporco.admm.spline.SplineL1 method)
(sporco.admm.tvl1.TVL1Deconv method)
(sporco.admm.tvl1.TVL1Denoise method)
(sporco.admm.tvl2.TVL2Deconv method)
(sporco.admm.tvl2.TVL2Denoise method)
(sporco.fista.bpdn.BPDN method)
(sporco.fista.cbpdn.ConvBPDN method)
(sporco.fista.ccmod.ConvCnstrMOD method)
(sporco.fista.fista.FISTA method)
(sporco.fista.ppp.GenericPPP method)
(sporco.pgm.bpdn.BPDN method)
(sporco.pgm.cbpdn.ConvBPDN method)
(sporco.pgm.ccmod.ConvCnstrMOD method)
(sporco.pgm.cmod.CnstrMOD method)
(sporco.pgm.pgm.PGM method)
(sporco.pgm.ppp.GenericPPP method)
eval_proxop() (sporco.fista.bpdn.BPDN method)
(sporco.fista.cbpdn.ConvBPDN method)
(sporco.fista.ccmod.ConvCnstrMOD method)
(sporco.fista.fista.FISTA method)
(sporco.fista.ppp.GenericPPP method)
eval_Rf() (sporco.fista.cbpdn.ConvBPDN method)
(sporco.fista.ccmod.ConvCnstrMOD method)
(sporco.pgm.cbpdn.ConvBPDN method)
(sporco.pgm.ccmod.ConvCnstrMOD method)
evaluate() (sporco.dictlrn.bpdndl.BPDNDictLearn method)
(sporco.dictlrn.cbpdndl.ConvBPDNDictLearn method)
(sporco.dictlrn.cbpdndlmd.ConvBPDNMaskDictLearn method)
(sporco.dictlrn.dictlrn.DictLearn method)
(sporco.dictlrn.prlcnscdl.ConvBPDNDictLearn_Consensus method)
(sporco.dictlrn.prlcnscdl.ConvBPDNMaskDcplDictLearn_Consensus method)
(sporco.dictlrn.wbpdndl.WeightedBPDNDictLearn method)
evlmap() (in module sporco.dictlrn.common)
ExampleImages (class in sporco.util)
extract_blocks() (in module sporco.array)
(in module sporco.util)
F
f() (sporco.admm.ppp.GenericPPP method)
(sporco.fista.ppp.GenericPPP method)
(sporco.pgm.ppp.GenericPPP method)
fftconv() (in module sporco.fft)
FISTA (class in sporco.fista.fista)
FISTA.Options (class in sporco.fista.fista)
FISTADFT (class in sporco.fista.fista)
FISTADFT.Options (class in sporco.fista.fista)
fl2norm2() (in module sporco.fft)
fpothr (sporco.admm.admm.ADMM attribute)
(sporco.dictlrn.dictlrn.IterStatsConfig attribute)
(sporco.dictlrn.onlinecdl.OnlineConvBPDNDictLearn attribute)
(sporco.dictlrn.prlcnscdl.ConvBPDNDictLearn_Consensus attribute)
(sporco.dictlrn.prlcnscdl.ConvBPDNMaskDcplDictLearn_Consensus attribute)
(sporco.fista.fista.FISTA attribute)
(sporco.pgm.pgm.PGM attribute)
fwiter (sporco.admm.admm.ADMM attribute)
(sporco.dictlrn.dictlrn.IterStatsConfig attribute)
(sporco.dictlrn.onlinecdl.OnlineConvBPDNDictLearn attribute)
(sporco.dictlrn.prlcnscdl.ConvBPDNDictLearn_Consensus attribute)
(sporco.dictlrn.prlcnscdl.ConvBPDNMaskDcplDictLearn_Consensus attribute)
(sporco.fista.fista.FISTA attribute)
(sporco.pgm.pgm.PGM attribute)
G
gaussian() (in module sporco.signal)
(in module sporco.util)
GaussSeidelStep() (sporco.admm.tvl1.TVL1Denoise method)
(sporco.admm.tvl2.TVL2Denoise method)
GenericBPDN (class in sporco.admm.bpdn)
GenericBPDN.Options (class in sporco.admm.bpdn)
GenericConvBPDN (class in sporco.admm.cbpdn)
GenericConvBPDN.Options (class in sporco.admm.cbpdn)
GenericPPP (class in sporco.admm.ppp)
(class in sporco.fista.ppp)
(class in sporco.pgm.ppp)
GenericPPPConsensus (class in sporco.admm.ppp)
getcoef() (sporco.admm.bpdn.GenericBPDN method)
(sporco.admm.bpdn.MinL1InL2Ball method)
(sporco.admm.cbpdn.AddMaskSim method)
(sporco.admm.cbpdn.ConvTwoBlockCnstrnt method)
(sporco.admm.cbpdn.GenericConvBPDN method)
(sporco.admm.cbpdn.MultiDictConvBPDN method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
(sporco.dictlrn.dictlrn.DictLearn method)
(sporco.dictlrn.prlcnscdl.ConvBPDNDictLearn_Consensus method)
(sporco.dictlrn.prlcnscdl.ConvBPDNMaskDcplDictLearn_Consensus method)
(sporco.fista.bpdn.BPDN method)
(sporco.fista.cbpdn.ConvBPDN method)
(sporco.pgm.bpdn.BPDN method)
(sporco.pgm.cbpdn.ConvBPDN method)
getdict() (sporco.admm.ccmod.ConvCnstrMOD_Consensus method)
(sporco.admm.ccmod.ConvCnstrMODBase method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcplBase method)
(sporco.admm.cmod.CnstrMOD method)
(sporco.dictlrn.cbpdndl.ConvBPDNDictLearn method)
(sporco.dictlrn.cbpdndlmd.ConvBPDNMaskDictLearn method)
(sporco.dictlrn.dictlrn.DictLearn method)
(sporco.dictlrn.onlinecdl.OnlineConvBPDNDictLearn method)
(sporco.dictlrn.prlcnscdl.ConvBPDNDictLearn_Consensus method)
(sporco.dictlrn.prlcnscdl.ConvBPDNMaskDcplDictLearn_Consensus method)
(sporco.fista.ccmod.ConvCnstrMOD method)
(sporco.pgm.ccmod.ConvCnstrMOD method)
(sporco.pgm.cmod.CnstrMOD method)
getitstat() (sporco.admm.admm.ADMM method)
(sporco.admm.cbpdn.AddMaskSim method)
(sporco.admm.cbpdn.MultiDictConvBPDN method)
(sporco.dictlrn.dictlrn.DictLearn method)
(sporco.dictlrn.onlinecdl.OnlineConvBPDNDictLearn method)
(sporco.dictlrn.prlcnscdl.ConvBPDNDictLearn_Consensus method)
(sporco.dictlrn.prlcnscdl.ConvBPDNMaskDcplDictLearn_Consensus method)
(sporco.fista.fista.FISTA method)
(sporco.pgm.pgm.PGM method)
getmin() (sporco.admm.admm.ADMM method)
(sporco.admm.admm.ADMMConsensus method)
(sporco.admm.admm.ADMMEqual method)
(sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
(sporco.fista.fista.FISTA method)
(sporco.pgm.pgm.PGM method)
getnode() (sporco.cdict.ConstrainedDict static method)
getparent() (sporco.cdict.ConstrainedDict static method)
getPcn() (in module sporco.admm.cmod)
(in module sporco.cnvrep)
(in module sporco.pgm.cmod)
gmsd() (in module sporco.metric)
gpu_info() (in module sporco.cupy)
gpu_load() (in module sporco.cupy)
grad() (in module sporco.signal)
grad_f() (sporco.pgm.bpdn.BPDN method)
(sporco.pgm.bpdn.WeightedBPDN method)
(sporco.pgm.cbpdn.ConvBPDN method)
(sporco.pgm.cbpdn.ConvBPDNMask method)
(sporco.pgm.ccmod.ConvCnstrMOD method)
(sporco.pgm.ccmod.ConvCnstrMODMask method)
(sporco.pgm.cmod.CnstrMOD method)
(sporco.pgm.cmod.WeightedCnstrMOD method)
(sporco.pgm.pgm.PGM method)
(sporco.pgm.ppp.GenericPPP method)
gradf() (sporco.fista.ppp.GenericPPP method)
(sporco.pgm.ppp.GenericPPP method)
gradient_filters() (in module sporco.signal)
gradT() (in module sporco.signal)
grid_search() (in module sporco.mpiutil)
(in module sporco.util)
groupimages() (sporco.util.ExampleImages method)
groups() (sporco.util.ExampleImages method)
H
have_cuda (in module sporco.cuda)
hdrmap() (in module sporco.dictlrn.common)
hdrtxt() (in module sporco.dictlrn.common)
(sporco.admm.admm.ADMM class method)
(sporco.dictlrn.onlinecdl.OnlineConvBPDNDictLearn class method)
(sporco.fista.fista.FISTA class method)
(sporco.pgm.pgm.PGM class method)
hdrtxt_objfn (sporco.admm.admm.ADMM attribute)
(sporco.admm.admm.ADMMTwoBlockCnstrnt attribute)
(sporco.fista.fista.FISTA attribute)
(sporco.pgm.pgm.PGM attribute)
hdrval() (sporco.admm.admm.ADMM class method)
(sporco.dictlrn.onlinecdl.OnlineConvBPDNDictLearn class method)
(sporco.fista.fista.FISTA class method)
(sporco.pgm.pgm.PGM class method)
hdrval_objfun (sporco.admm.admm.ADMM attribute)
(sporco.admm.admm.ADMMTwoBlockCnstrnt attribute)
(sporco.fista.fista.FISTA attribute)
(sporco.pgm.pgm.PGM attribute)
hessian_f() (sporco.pgm.bpdn.BPDN method)
(sporco.pgm.cbpdn.ConvBPDN method)
(sporco.pgm.ccmod.ConvCnstrMOD method)
(sporco.pgm.cmod.CnstrMOD method)
(sporco.pgm.pgm.PGM method)
I
idctii() (in module sporco.fft)
idle_cpu_count() (in module sporco.util)
image() (sporco.util.ExampleImages method)
images() (sporco.util.ExampleImages method)
imview() (in module sporco.plot)
in_ipython() (in module sporco.util)
in_notebook() (in module sporco.util)
index_addmsk() (sporco.admm.cbpdn.AddMaskSim method)
index_primary() (sporco.admm.cbpdn.AddMaskSim method)
init_pool() (sporco.admm.parcbpdn.ParConvBPDN method)
init_vars() (sporco.dictlrn.onlinecdl.OnlineConvBPDNDictLearn method)
inner() (in module sporco.linalg)
interpolation_points() (in module sporco.interp)
(in module sporco.util)
InvalidValueError
isdmap() (in module sporco.dictlrn.common)
isfld() (in module sporco.dictlrn.common)
isnr() (in module sporco.metric)
isxmap() (in module sporco.dictlrn.common)
iteration_stats() (sporco.admm.admm.ADMM method)
(sporco.dictlrn.onlinecdl.OnlineConvBPDNDictLearn method)
(sporco.fista.fista.FISTA method)
(sporco.pgm.pgm.PGM method)
IterativeSolver (class in sporco.common)
iterstats() (sporco.dictlrn.dictlrn.IterStatsConfig method)
IterStatsConfig (class in sporco.dictlrn.dictlrn)
itstat_extra() (sporco.admm.admm.ADMM method)
(sporco.admm.bpdn.GenericBPDN method)
(sporco.admm.cbpdn.ConvTwoBlockCnstrnt method)
(sporco.admm.cbpdn.GenericConvBPDN method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
(sporco.admm.ccmod.ConvCnstrMOD_CG method)
(sporco.admm.ccmod.ConvCnstrMOD_Consensus method)
(sporco.admm.ccmod.ConvCnstrMODBase method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcpl_CG method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcplBase method)
(sporco.admm.spline.SplineL1 method)
(sporco.admm.tvl1.TVL1Deconv method)
(sporco.admm.tvl1.TVL1Denoise method)
(sporco.admm.tvl2.TVL2Deconv method)
(sporco.admm.tvl2.TVL2Denoise method)
(sporco.dictlrn.onlinecdl.OnlineConvBPDNDictLearn method)
(sporco.fista.fista.FISTA method)
(sporco.pgm.pgm.PGM method)
itstat_fields() (sporco.common.IterativeSolver class method)
itstat_fields_alg (sporco.admm.admm.ADMM attribute)
(sporco.common.IterativeSolver attribute)
(sporco.dictlrn.onlinecdl.OnlineConvBPDNDictLearn attribute)
(sporco.fista.fista.FISTA attribute)
(sporco.pgm.pgm.PGM attribute)
itstat_fields_extra (sporco.admm.admm.ADMM attribute)
(sporco.common.IterativeSolver attribute)
(sporco.dictlrn.onlinecdl.OnlineConvBPDNDictLearn attribute)
(sporco.fista.fista.FISTA attribute)
(sporco.pgm.pgm.PGM attribute)
itstat_fields_objfn (sporco.admm.admm.ADMM attribute)
(sporco.admm.admm.ADMMTwoBlockCnstrnt attribute)
(sporco.common.IterativeSolver attribute)
(sporco.dictlrn.onlinecdl.OnlineConvBPDNDictLearn attribute)
(sporco.fista.fista.FISTA attribute)
(sporco.pgm.pgm.PGM attribute)
K
keycmp() (in module sporco.cdict)
kpsvd() (in module sporco.linalg)
(in module sporco.util)
L
l1Wshape() (in module sporco.cnvrep)
labels() (sporco.util.Timer method)
lanczos_filters() (in module sporco.interp)
(in module sporco.util)
lanczos_kernel() (in module sporco.interp)
(in module sporco.util)
LaplaceCentreWeight() (sporco.admm.tvl1.TVL1Denoise method)
(sporco.admm.tvl2.TVL2Denoise method)
local_contrast_normalise() (in module sporco.signal)
(in module sporco.util)
lstabsdev() (in module sporco.interp)
(in module sporco.util)
lstmaxdev() (in module sporco.interp)
(in module sporco.util)
lu_factor() (in module sporco.linalg)
lu_solve_AATI() (in module sporco.linalg)
lu_solve_ATAI() (in module sporco.linalg)
M
mae() (in module sporco.metric)
manage_itstat() (sporco.dictlrn.onlinecdl.OnlineConvBPDNDictLearn method)
memory_info() (in module sporco.cuda)
MinL1InL2Ball (class in sporco.admm.bpdn)
MinL1InL2Ball.Options (class in sporco.admm.bpdn)
module
sporco.admm.admm
sporco.admm.bpdn
sporco.admm.cbpdn
sporco.admm.cbpdnin
sporco.admm.cbpdntv
sporco.admm.ccmod
sporco.admm.ccmodmd
sporco.admm.cmod
sporco.admm.parcbpdn
sporco.admm.pdcsc
sporco.admm.ppp
sporco.admm.rpca
sporco.admm.spline
sporco.admm.tvl1
sporco.admm.tvl2
sporco.array
sporco.cdict
sporco.cnvrep
sporco.common
sporco.cuda
sporco.cupy
sporco.dictlrn.bpdndl
sporco.dictlrn.cbpdndl
sporco.dictlrn.cbpdndlmd
sporco.dictlrn.common
sporco.dictlrn.dictlrn
sporco.dictlrn.onlinecdl
sporco.dictlrn.prlcnscdl
sporco.dictlrn.wbpdndl
sporco.fft
sporco.fista.bpdn
sporco.fista.cbpdn
sporco.fista.ccmod
sporco.fista.fista
sporco.fista.ppp
sporco.interp
sporco.linalg
sporco.metric
sporco.mpiutil
sporco.pgm.backtrack
sporco.pgm.bpdn
sporco.pgm.cbpdn
sporco.pgm.ccmod
sporco.pgm.cmod
sporco.pgm.momentum
sporco.pgm.pgm
sporco.pgm.ppp
sporco.pgm.stepsize
sporco.plot
sporco.prox
sporco.signal
sporco.util
MomentumBase (class in sporco.pgm.momentum)
MomentumGenLinear (class in sporco.pgm.momentum)
MomentumLinear (class in sporco.pgm.momentum)
MomentumNesterov (class in sporco.pgm.momentum)
mse() (in module sporco.metric)
mskWshape() (in module sporco.cnvrep)
MultiDictConvBPDN (class in sporco.admm.cbpdn)
N
ndfrom2d() (in module sporco.prox)
ndto2d() (in module sporco.prox)
netgetdata() (in module sporco.util)
nkp() (in module sporco.linalg)
(in module sporco.util)
norm_2l2() (in module sporco.prox)
norm_dl1l2() (in module sporco.prox)
norm_l0() (in module sporco.prox)
norm_l1() (in module sporco.prox)
norm_l2() (in module sporco.prox)
norm_l21() (in module sporco.prox)
norm_nuclear() (in module sporco.prox)
normalise() (in module sporco.admm.cmod)
(in module sporco.cnvrep)
(in module sporco.pgm.cmod)
notebook_system_output() (in module sporco.util)
np2cp() (in module sporco.cupy)
ntpl2array() (in module sporco.array)
(in module sporco.util)
O
obfn_cns() (sporco.admm.ccmod.ConvCnstrMOD_Consensus method)
(sporco.admm.ccmod.ConvCnstrMODBase method)
(sporco.admm.cmod.CnstrMOD method)
(sporco.fista.ccmod.ConvCnstrMOD method)
(sporco.pgm.ccmod.ConvCnstrMOD method)
(sporco.pgm.cmod.CnstrMOD method)
obfn_dfd() (sporco.admm.bpdn.GenericBPDN method)
(sporco.admm.cbpdn.GenericConvBPDN method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
(sporco.admm.ccmod.ConvCnstrMOD_Consensus method)
(sporco.admm.ccmod.ConvCnstrMODBase method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcpl_Consensus method)
(sporco.admm.cmod.CnstrMOD method)
(sporco.admm.parcbpdn.ParConvBPDN method)
(sporco.admm.pdcsc.ConvProdDictBPDN method)
(sporco.fista.cbpdn.ConvBPDN method)
(sporco.fista.cbpdn.ConvBPDNMask method)
(sporco.fista.ccmod.ConvCnstrMOD method)
(sporco.fista.ccmod.ConvCnstrMODMask method)
(sporco.pgm.cbpdn.ConvBPDN method)
(sporco.pgm.cbpdn.ConvBPDNMask method)
(sporco.pgm.ccmod.ConvCnstrMOD method)
(sporco.pgm.ccmod.ConvCnstrMODMask method)
obfn_f() (sporco.admm.admm.ADMM method)
(sporco.admm.admm.ADMMConsensus method)
(sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.admm.WeightedADMMConsensus method)
(sporco.fista.bpdn.BPDN method)
(sporco.fista.cbpdn.ConvBPDN method)
(sporco.fista.cbpdn.ConvBPDNMask method)
(sporco.fista.ccmod.ConvCnstrMOD method)
(sporco.fista.ccmod.ConvCnstrMODMask method)
(sporco.fista.fista.FISTA method)
(sporco.pgm.bpdn.BPDN method)
(sporco.pgm.bpdn.WeightedBPDN method)
(sporco.pgm.cbpdn.ConvBPDN method)
(sporco.pgm.cbpdn.ConvBPDNMask method)
(sporco.pgm.ccmod.ConvCnstrMOD method)
(sporco.pgm.ccmod.ConvCnstrMODMask method)
(sporco.pgm.cmod.CnstrMOD method)
(sporco.pgm.cmod.WeightedCnstrMOD method)
(sporco.pgm.pgm.PGM method)
obfn_fi() (sporco.admm.admm.ADMMConsensus method)
obfn_fvar() (sporco.admm.admm.ADMMConsensus method)
(sporco.admm.admm.ADMMEqual method)
(sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.parcbpdn.ParConvBPDN method)
(sporco.admm.rpca.RobustPCA method)
obfn_fvarf() (sporco.admm.cbpdn.GenericConvBPDN method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
(sporco.admm.ccmod.ConvCnstrMOD_Consensus method)
(sporco.admm.ccmod.ConvCnstrMODBase method)
obfn_g() (sporco.admm.admm.ADMM method)
(sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.fista.fista.FISTA method)
(sporco.pgm.pgm.PGM method)
obfn_g0() (sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.cbpdn.ConvBPDNMaskDcpl method)
(sporco.admm.cbpdn.ConvL1L1Grd method)
(sporco.admm.cbpdn.ConvMinL1InL2Ball method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcplBase method)
obfn_g0var() (sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.cbpdn.ConvTwoBlockCnstrnt method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcplBase method)
obfn_g1() (sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.cbpdn.ConvBPDNMaskDcpl method)
(sporco.admm.cbpdn.ConvMinL1InL2Ball method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcplBase method)
(sporco.admm.pdcsc.ConvProdDictL1L1GrdJoint method)
obfn_g1var() (sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
obfn_gvar() (sporco.admm.admm.ADMMConsensus method)
(sporco.admm.admm.ADMMEqual method)
(sporco.admm.admm.WeightedADMMConsensus method)
(sporco.admm.cbpdn.AddMaskSim method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
(sporco.admm.parcbpdn.ParConvBPDN method)
(sporco.admm.rpca.RobustPCA method)
(sporco.admm.spline.SplineL1 method)
(sporco.admm.tvl1.TVL1Deconv method)
(sporco.admm.tvl1.TVL1Denoise method)
(sporco.admm.tvl2.TVL2Deconv method)
(sporco.admm.tvl2.TVL2Denoise method)
obfn_reg() (sporco.admm.bpdn.BPDN method)
(sporco.admm.bpdn.BPDNJoint method)
(sporco.admm.bpdn.ElasticNet method)
(sporco.admm.bpdn.GenericBPDN method)
(sporco.admm.cbpdn.ConvBPDN method)
(sporco.admm.cbpdn.ConvBPDNGradReg method)
(sporco.admm.cbpdn.ConvBPDNJoint method)
(sporco.admm.cbpdn.ConvElasticNet method)
(sporco.admm.cbpdn.GenericConvBPDN method)
(sporco.admm.cbpdnin.ConvBPDNInhib method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
(sporco.admm.cbpdntv.ConvBPDNVectorTV method)
(sporco.admm.parcbpdn.ParConvBPDN method)
(sporco.admm.pdcsc.ConvProdDictBPDNJoint method)
(sporco.fista.bpdn.BPDN method)
(sporco.fista.cbpdn.ConvBPDN method)
(sporco.pgm.bpdn.BPDN method)
(sporco.pgm.cbpdn.ConvBPDN method)
on_iteration_start() (sporco.pgm.pgm.PGM method)
(sporco.pgm.pgm.PGMDFT method)
OnlineConvBPDNDictLearn (class in sporco.dictlrn.onlinecdl)
OnlineConvBPDNDictLearn.Options (class in sporco.dictlrn.onlinecdl)
OnlineConvBPDNMaskDictLearn (class in sporco.dictlrn.onlinecdl)
OnlineConvBPDNMaskDictLearn.Options (class in sporco.dictlrn.onlinecdl)
P
pamse() (in module sporco.metric)
ParConvBPDN (class in sporco.admm.parcbpdn)
ParConvBPDN.Options (class in sporco.admm.parcbpdn)
pca() (in module sporco.linalg)
(in module sporco.util)
Pcn() (in module sporco.cnvrep)
PGM (class in sporco.pgm.pgm)
PGM.Options (class in sporco.pgm.pgm)
PGMDFT (class in sporco.pgm.pgm)
PGMDFT.Options (class in sporco.pgm.pgm)
plot() (in module sporco.plot)
post_dstep() (sporco.dictlrn.dictlrn.DictLearn method)
post_xstep() (sporco.dictlrn.dictlrn.DictLearn method)
postinitialization_backtracking_DFT() (sporco.fista.fista.FISTADFT method)
PPP (class in sporco.admm.ppp)
(class in sporco.fista.ppp)
(class in sporco.pgm.ppp)
PPPConsensus (class in sporco.admm.ppp)
printheader() (sporco.dictlrn.dictlrn.IterStatsConfig method)
printiterstats() (sporco.dictlrn.dictlrn.IterStatsConfig method)
printseparator() (sporco.dictlrn.dictlrn.IterStatsConfig method)
proj_l1() (in module sporco.prox)
proj_l2() (in module sporco.prox)
proj_l2ball() (in module sporco.linalg)
promote16() (in module sporco.array)
prox_dl1l2() (in module sporco.prox)
prox_fi() (sporco.admm.ppp.GenericPPPConsensus method)
(sporco.admm.ppp.PPPConsensus method)
prox_g() (sporco.admm.admm.ADMMConsensus method)
(sporco.admm.ccmod.ConvCnstrMOD_Consensus method)
(sporco.admm.ppp.GenericPPPConsensus method)
(sporco.pgm.bpdn.BPDN method)
(sporco.pgm.cbpdn.ConvBPDN method)
(sporco.pgm.ccmod.ConvCnstrMOD method)
(sporco.pgm.cmod.CnstrMOD method)
(sporco.pgm.pgm.PGM method)
(sporco.pgm.ppp.GenericPPP method)
prox_l0() (in module sporco.prox)
prox_l1() (in module sporco.prox)
prox_l2() (in module sporco.prox)
prox_nuclear() (in module sporco.prox)
prox_sl1l2() (in module sporco.prox)
proxf() (sporco.admm.ppp.GenericPPP method)
proxg() (sporco.admm.ppp.GenericPPP method)
(sporco.fista.ppp.GenericPPP method)
(sporco.pgm.ppp.GenericPPP method)
proximal_step() (sporco.fista.fista.FISTA method)
(sporco.fista.fista.FISTADFT method)
psnr() (in module sporco.metric)
R
real_dtype() (in module sporco.fft)
reconstruct() (sporco.admm.cbpdn.AddMaskSim method)
(sporco.admm.cbpdn.ConvTwoBlockCnstrnt method)
(sporco.admm.cbpdn.GenericConvBPDN method)
(sporco.admm.cbpdn.MultiDictConvBPDN method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
(sporco.admm.ccmod.ConvCnstrMODBase method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcplBase method)
(sporco.admm.pdcsc.ConvProdDictBPDN method)
(sporco.admm.pdcsc.ConvProdDictL1L1Grd method)
(sporco.dictlrn.cbpdndl.ConvBPDNDictLearn method)
(sporco.dictlrn.cbpdndlmd.ConvBPDNMaskDictLearn method)
(sporco.fista.bpdn.BPDN method)
(sporco.fista.cbpdn.ConvBPDN method)
(sporco.fista.ccmod.ConvCnstrMOD method)
(sporco.pgm.bpdn.BPDN method)
(sporco.pgm.cbpdn.ConvBPDN method)
(sporco.pgm.ccmod.ConvCnstrMOD method)
(sporco.pgm.cmod.CnstrMOD method)
relax_AX() (sporco.admm.admm.ADMM method)
(sporco.admm.admm.ADMMConsensus method)
(sporco.admm.admm.ADMMEqual method)
(sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.cbpdn.ConvTwoBlockCnstrnt method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcpl_Consensus method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcplBase method)
reset() (sporco.util.Timer method)
rfl2norm2() (in module sporco.fft)
rgb2gray() (in module sporco.signal)
(in module sporco.util)
rhochange() (sporco.admm.admm.ADMM method)
(sporco.admm.bpdn.ElasticNet method)
(sporco.admm.bpdn.GenericBPDN method)
(sporco.admm.cbpdn.ConvL1L1Grd method)
(sporco.admm.cbpdn.GenericConvBPDN method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
(sporco.admm.cmod.CnstrMOD method)
(sporco.admm.pdcsc.ConvProdDictBPDN method)
(sporco.admm.pdcsc.ConvProdDictL1L1Grd method)
(sporco.admm.spline.SplineL1 method)
rndmask() (in module sporco.signal)
(in module sporco.util)
robust_backtrack() (sporco.fista.fista.FISTA method)
RobustPCA (class in sporco.admm.rpca)
RobustPCA.Options (class in sporco.admm.rpca)
rolling_window() (in module sporco.array)
(in module sporco.util)
rrs() (in module sporco.linalg)
rsdl() (sporco.fista.cbpdn.ConvBPDN method)
(sporco.fista.ccmod.ConvCnstrMOD method)
(sporco.fista.fista.FISTA method)
(sporco.fista.ppp.GenericPPP method)
(sporco.pgm.cbpdn.ConvBPDN method)
(sporco.pgm.ccmod.ConvCnstrMOD method)
(sporco.pgm.pgm.PGM method)
(sporco.pgm.ppp.GenericPPP method)
rsdl_r() (sporco.admm.admm.ADMM method)
(sporco.admm.admm.ADMMConsensus method)
(sporco.admm.admm.ADMMEqual method)
(sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.admm.WeightedADMMConsensus method)
rsdl_rn() (sporco.admm.admm.ADMM method)
(sporco.admm.admm.ADMMConsensus method)
(sporco.admm.admm.ADMMEqual method)
(sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.admm.WeightedADMMConsensus method)
rsdl_s() (sporco.admm.admm.ADMM method)
(sporco.admm.admm.ADMMConsensus method)
(sporco.admm.admm.ADMMEqual method)
(sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.admm.WeightedADMMConsensus method)
(sporco.admm.bpdn.MinL1InL2Ball method)
(sporco.admm.cbpdn.ConvL1L1Grd method)
(sporco.admm.cbpdn.ConvTwoBlockCnstrnt method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcplBase method)
(sporco.admm.pdcsc.ConvProdDictL1L1Grd method)
(sporco.admm.tvl1.TVL1Deconv method)
(sporco.admm.tvl1.TVL1Denoise method)
rsdl_sn() (sporco.admm.admm.ADMM method)
(sporco.admm.admm.ADMMConsensus method)
(sporco.admm.admm.ADMMEqual method)
(sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.admm.WeightedADMMConsensus method)
(sporco.admm.bpdn.MinL1InL2Ball method)
(sporco.admm.cbpdn.ConvL1L1Grd method)
(sporco.admm.cbpdn.ConvTwoBlockCnstrnt method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcplBase method)
(sporco.admm.pdcsc.ConvProdDictL1L1Grd method)
(sporco.admm.tvl1.TVL1Deconv method)
(sporco.admm.tvl1.TVL1Denoise method)
runtime (sporco.admm.admm.ADMM property)
S
select_device_by_load() (in module sporco.cupy)
set_attr() (sporco.common.IterativeSolver method)
set_dtype() (sporco.common.IterativeSolver method)
set_ipython_plot_backend() (in module sporco.plot)
set_notebook_plot_backend() (in module sporco.plot)
setcoef() (sporco.admm.ccmod.ConvCnstrMOD_Consensus method)
(sporco.admm.ccmod.ConvCnstrMODBase method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcpl_Consensus method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcplBase method)
(sporco.admm.cmod.CnstrMOD method)
(sporco.dictlrn.onlinecdl.OnlineConvBPDNDictLearn method)
(sporco.fista.ccmod.ConvCnstrMOD method)
(sporco.pgm.ccmod.ConvCnstrMOD method)
(sporco.pgm.cmod.CnstrMOD method)
setdict() (sporco.admm.bpdn.ElasticNet method)
(sporco.admm.bpdn.GenericBPDN method)
(sporco.admm.bpdn.MinL1InL2Ball method)
(sporco.admm.cbpdn.AddMaskSim method)
(sporco.admm.cbpdn.ConvBPDNGradReg method)
(sporco.admm.cbpdn.ConvElasticNet method)
(sporco.admm.cbpdn.ConvL1L1Grd method)
(sporco.admm.cbpdn.ConvTwoBlockCnstrnt method)
(sporco.admm.cbpdn.GenericConvBPDN method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
(sporco.admm.pdcsc.ConvProdDictBPDN method)
(sporco.admm.pdcsc.ConvProdDictL1L1Grd method)
(sporco.fista.bpdn.BPDN method)
(sporco.fista.cbpdn.ConvBPDN method)
(sporco.pgm.bpdn.BPDN method)
(sporco.pgm.cbpdn.ConvBPDN method)
snr() (in module sporco.metric)
solve() (sporco.admm.admm.ADMM method)
(sporco.admm.bpdn.BPDN method)
(sporco.admm.bpdn.BPDNJoint method)
(sporco.admm.bpdn.BPDNProjL1 method)
(sporco.admm.bpdn.ElasticNet method)
(sporco.admm.bpdn.MinL1InL2Ball method)
(sporco.admm.cbpdn.AddMaskSim method)
(sporco.admm.cbpdn.ConvBPDN method)
(sporco.admm.cbpdn.ConvBPDNGradReg method)
(sporco.admm.cbpdn.ConvBPDNJoint method)
(sporco.admm.cbpdn.ConvBPDNMaskDcpl method)
(sporco.admm.cbpdn.ConvBPDNProjL1 method)
(sporco.admm.cbpdn.ConvElasticNet method)
(sporco.admm.cbpdn.ConvL1L1Grd method)
(sporco.admm.cbpdn.ConvMinL1InL2Ball method)
(sporco.admm.cbpdn.MultiDictConvBPDN method)
(sporco.admm.cbpdnin.ConvBPDNInhib method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
(sporco.admm.cbpdntv.ConvBPDNVectorTV method)
(sporco.admm.ccmod.ConvCnstrMOD_CG method)
(sporco.admm.ccmod.ConvCnstrMOD_Consensus method)
(sporco.admm.ccmod.ConvCnstrMOD_IterSM method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcpl_CG method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcpl_Consensus method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcpl_IterSM method)
(sporco.admm.cmod.CnstrMOD method)
(sporco.admm.parcbpdn.ParConvBPDN method)
(sporco.admm.rpca.RobustPCA method)
(sporco.admm.tvl1.TVL1Deconv method)
(sporco.admm.tvl1.TVL1Denoise method)
(sporco.admm.tvl2.TVL2Deconv method)
(sporco.admm.tvl2.TVL2Denoise method)
(sporco.dictlrn.bpdndl.BPDNDictLearn method)
(sporco.dictlrn.cbpdndl.ConvBPDNDictLearn method)
(sporco.dictlrn.cbpdndlmd.ConvBPDNMaskDictLearn method)
(sporco.dictlrn.dictlrn.DictLearn method)
(sporco.dictlrn.onlinecdl.OnlineConvBPDNDictLearn method)
(sporco.dictlrn.onlinecdl.OnlineConvBPDNMaskDictLearn method)
(sporco.dictlrn.prlcnscdl.ConvBPDNDictLearn_Consensus method)
(sporco.dictlrn.prlcnscdl.ConvBPDNMaskDcplDictLearn_Consensus method)
(sporco.fista.fista.FISTA method)
(sporco.pgm.cbpdn.ConvBPDN method)
(sporco.pgm.ccmod.ConvCnstrMOD method)
(sporco.pgm.ccmod.ConvCnstrMODMask method)
(sporco.pgm.pgm.PGM method)
solve_status_str() (in module sporco.common)
solve_symmetric_sylvester() (in module sporco.linalg)
solvedbd_sm() (in module sporco.linalg)
solvedbd_sm_c() (in module sporco.linalg)
solvedbi_sm() (in module sporco.linalg)
solvedbi_sm_c() (in module sporco.linalg)
solvemdbi_cg() (in module sporco.linalg)
solvemdbi_ism() (in module sporco.linalg)
solvemdbi_rsm() (in module sporco.linalg)
SplineL1 (class in sporco.admm.spline)
SplineL1.Options (class in sporco.admm.spline)
split() (in module sporco.array)
spnoise() (in module sporco.signal)
(in module sporco.util)
sporco.admm.admm
module
sporco.admm.bpdn
module
sporco.admm.cbpdn
module
sporco.admm.cbpdnin
module
sporco.admm.cbpdntv
module
sporco.admm.ccmod
module
sporco.admm.ccmodmd
module
sporco.admm.cmod
module
sporco.admm.parcbpdn
module
sporco.admm.pdcsc
module
sporco.admm.ppp
module
sporco.admm.rpca
module
sporco.admm.spline
module
sporco.admm.tvl1
module
sporco.admm.tvl2
module
sporco.array
module
sporco.cdict
module
sporco.cnvrep
module
sporco.common
module
sporco.cuda
module
sporco.cupy
module
sporco.dictlrn.bpdndl
module
sporco.dictlrn.cbpdndl
module
sporco.dictlrn.cbpdndlmd
module
sporco.dictlrn.common
module
sporco.dictlrn.dictlrn
module
sporco.dictlrn.onlinecdl
module
sporco.dictlrn.prlcnscdl
module
sporco.dictlrn.wbpdndl
module
sporco.fft
module
sporco.fista.bpdn
module
sporco.fista.cbpdn
module
sporco.fista.ccmod
module
sporco.fista.fista
module
sporco.fista.ppp
module
sporco.interp
module
sporco.linalg
module
sporco.metric
module
sporco.mpiutil
module
sporco.pgm.backtrack
module
sporco.pgm.bpdn
module
sporco.pgm.cbpdn
module
sporco.pgm.ccmod
module
sporco.pgm.cmod
module
sporco.pgm.momentum
module
sporco.pgm.pgm
module
sporco.pgm.ppp
module
sporco.pgm.stepsize
module
sporco.plot
module
sporco.prox
module
sporco.signal
module
sporco.util
module
standard_backtrack() (sporco.fista.fista.FISTA method)
start() (sporco.util.Timer method)
stdformD() (in module sporco.cnvrep)
step() (sporco.dictlrn.prlcnscdl.ConvBPDNDictLearn_Consensus method)
(sporco.dictlrn.prlcnscdl.ConvBPDNMaskDcplDictLearn_Consensus method)
StepSizePolicyBase (class in sporco.pgm.stepsize)
StepSizePolicyBB (class in sporco.pgm.stepsize)
StepSizePolicyCauchy (class in sporco.pgm.stepsize)
stop() (sporco.util.Timer method)
store_prev() (sporco.fista.fista.FISTA method)
(sporco.fista.fista.FISTADFT method)
store_prev_state() (sporco.pgm.stepsize.StepSizePolicyBB method)
store_Yprev() (sporco.fista.fista.FISTA method)
(sporco.fista.fista.FISTADFT method)
subsample_array() (in module sporco.array)
(in module sporco.util)
surf() (in module sporco.plot)
swapaxes() (sporco.admm.ccmod.ConvCnstrMOD_Consensus method)
T
terminate_pool() (sporco.admm.parcbpdn.ParConvBPDN method)
tikhonov_filter() (in module sporco.signal)
(in module sporco.util)
tiledict() (in module sporco.util)
Timer (class in sporco.util)
transpose_ntpl_list() (in module sporco.array)
(in module sporco.util)
TVL1Deconv (class in sporco.admm.tvl1)
TVL1Deconv.Options (class in sporco.admm.tvl1)
TVL1Denoise (class in sporco.admm.tvl1)
TVL1Denoise.Options (class in sporco.admm.tvl1)
TVL2Deconv (class in sporco.admm.tvl2)
TVL2Deconv.Options (class in sporco.admm.tvl2)
TVL2Denoise (class in sporco.admm.tvl2)
TVL2Denoise.Options (class in sporco.admm.tvl2)
U
u() (in module sporco.util)
uinit() (sporco.admm.admm.ADMM method)
(sporco.admm.bpdn.BPDN method)
(sporco.admm.bpdn.BPDNProjL1 method)
(sporco.admm.bpdn.MinL1InL2Ball method)
(sporco.admm.cbpdn.ConvBPDN method)
(sporco.admm.cbpdn.ConvBPDNMaskDcpl method)
(sporco.admm.cbpdn.ConvBPDNProjL1 method)
(sporco.admm.cbpdn.ConvMinL1InL2Ball method)
(sporco.admm.ccmod.ConvCnstrMOD_Consensus method)
(sporco.admm.ccmod.ConvCnstrMODBase method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcplBase method)
(sporco.admm.cmod.CnstrMOD method)
(sporco.admm.rpca.RobustPCA method)
(sporco.admm.spline.SplineL1 method)
(sporco.admm.tvl1.TVL1Deconv method)
(sporco.admm.tvl1.TVL1Denoise method)
(sporco.admm.tvl2.TVL2Deconv method)
(sporco.admm.tvl2.TVL2Denoise method)
UnknownKeyError
update() (sporco.cdict.ConstrainedDict method)
(sporco.pgm.backtrack.BacktrackBase method)
(sporco.pgm.backtrack.BacktrackRobust method)
(sporco.pgm.backtrack.BacktrackStandard method)
(sporco.pgm.momentum.MomentumBase method)
(sporco.pgm.momentum.MomentumGenLinear method)
(sporco.pgm.momentum.MomentumLinear method)
(sporco.pgm.momentum.MomentumNesterov method)
(sporco.pgm.stepsize.StepSizePolicyBase method)
(sporco.pgm.stepsize.StepSizePolicyBB method)
(sporco.pgm.stepsize.StepSizePolicyCauchy method)
update_rho() (sporco.admm.admm.ADMM method)
update_var_y() (sporco.fista.fista.FISTA method)
(sporco.fista.fista.FISTADFT method)
ustep() (sporco.admm.admm.ADMM method)
(sporco.admm.admm.WeightedADMMConsensus method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcpl_Consensus method)
V
valid_adjoint() (in module sporco.linalg)
var_momentum() (sporco.pgm.pgm.PGM method)
var_u() (sporco.admm.admm.ADMM method)
var_x() (sporco.admm.admm.ADMM method)
(sporco.fista.fista.FISTA method)
(sporco.fista.fista.FISTADFT method)
(sporco.pgm.pgm.PGM method)
(sporco.pgm.pgm.PGMDFT method)
var_xprv() (sporco.fista.fista.FISTA method)
(sporco.fista.fista.FISTADFT method)
(sporco.pgm.pgm.PGM method)
(sporco.pgm.pgm.PGMDFT method)
var_y() (sporco.admm.admm.ADMM method)
(sporco.fista.fista.FISTA method)
(sporco.fista.fista.FISTADFT method)
(sporco.pgm.pgm.PGM method)
(sporco.pgm.pgm.PGMDFT method)
var_y0() (sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
var_y1() (sporco.admm.admm.ADMMTwoBlockCnstrnt method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcpl_Consensus method)
var_yx() (sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
var_yx_idx() (sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
W
WeightedADMMConsensus (class in sporco.admm.admm)
WeightedADMMConsensus.Options (class in sporco.admm.admm)
WeightedBPDN (class in sporco.pgm.bpdn)
WeightedBPDNDictLearn (class in sporco.dictlrn.wbpdndl)
WeightedBPDNDictLearn.Options (class in sporco.dictlrn.wbpdndl)
WeightedCnstrMOD (class in sporco.pgm.cmod)
X
xinit() (sporco.fista.fista.FISTA method)
(sporco.pgm.pgm.PGM method)
xistep() (sporco.admm.admm.ADMMConsensus method)
(sporco.admm.ccmod.ConvCnstrMOD_Consensus method)
(sporco.admm.ppp.GenericPPPConsensus method)
xstep() (sporco.admm.admm.ADMM method)
(sporco.admm.admm.ADMMConsensus method)
(sporco.admm.bpdn.ElasticNet method)
(sporco.admm.bpdn.GenericBPDN method)
(sporco.admm.bpdn.MinL1InL2Ball method)
(sporco.admm.cbpdn.ConvBPDNGradReg method)
(sporco.admm.cbpdn.ConvElasticNet method)
(sporco.admm.cbpdn.ConvL1L1Grd method)
(sporco.admm.cbpdn.ConvTwoBlockCnstrnt method)
(sporco.admm.cbpdn.GenericConvBPDN method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
(sporco.admm.ccmod.ConvCnstrMOD_CG method)
(sporco.admm.ccmod.ConvCnstrMOD_Consensus method)
(sporco.admm.ccmod.ConvCnstrMOD_IterSM method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcpl_CG method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcpl_Consensus method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcpl_IterSM method)
(sporco.admm.cmod.CnstrMOD method)
(sporco.admm.pdcsc.ConvProdDictBPDN method)
(sporco.admm.pdcsc.ConvProdDictL1L1Grd method)
(sporco.admm.ppp.GenericPPP method)
(sporco.admm.rpca.RobustPCA method)
(sporco.admm.spline.SplineL1 method)
(sporco.admm.tvl1.TVL1Deconv method)
(sporco.admm.tvl1.TVL1Denoise method)
(sporco.admm.tvl2.TVL2Deconv method)
(sporco.admm.tvl2.TVL2Denoise method)
(sporco.dictlrn.onlinecdl.OnlineConvBPDNDictLearn method)
(sporco.dictlrn.onlinecdl.OnlineConvBPDNMaskDictLearn method)
(sporco.pgm.pgm.PGM method)
(sporco.pgm.pgm.PGMDFT method)
xstep_check() (sporco.admm.ccmod.ConvCnstrMODBase method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcplBase method)
Y
yinit() (sporco.admm.admm.ADMM method)
ystep() (sporco.admm.admm.ADMM method)
(sporco.admm.admm.ADMMConsensus method)
(sporco.admm.admm.WeightedADMMConsensus method)
(sporco.admm.bpdn.BPDN method)
(sporco.admm.bpdn.BPDNJoint method)
(sporco.admm.bpdn.BPDNProjL1 method)
(sporco.admm.bpdn.GenericBPDN method)
(sporco.admm.bpdn.MinL1InL2Ball method)
(sporco.admm.cbpdn.AddMaskSim method)
(sporco.admm.cbpdn.ConvBPDN method)
(sporco.admm.cbpdn.ConvBPDNJoint method)
(sporco.admm.cbpdn.ConvBPDNMaskDcpl method)
(sporco.admm.cbpdn.ConvBPDNProjL1 method)
(sporco.admm.cbpdn.ConvL1L1Grd method)
(sporco.admm.cbpdn.ConvMinL1InL2Ball method)
(sporco.admm.cbpdn.ConvTwoBlockCnstrnt method)
(sporco.admm.cbpdn.GenericConvBPDN method)
(sporco.admm.cbpdnin.ConvBPDNInhib method)
(sporco.admm.cbpdntv.ConvBPDNRecTV method)
(sporco.admm.cbpdntv.ConvBPDNScalarTV method)
(sporco.admm.cbpdntv.ConvBPDNVectorTV method)
(sporco.admm.ccmod.ConvCnstrMODBase method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcpl_Consensus method)
(sporco.admm.ccmodmd.ConvCnstrMODMaskDcplBase method)
(sporco.admm.cmod.CnstrMOD method)
(sporco.admm.pdcsc.ConvProdDictBPDNJoint method)
(sporco.admm.pdcsc.ConvProdDictL1L1GrdJoint method)
(sporco.admm.ppp.GenericPPP method)
(sporco.admm.rpca.RobustPCA method)
(sporco.admm.spline.SplineL1 method)
(sporco.admm.tvl1.TVL1Deconv method)
(sporco.admm.tvl1.TVL1Denoise method)
(sporco.admm.tvl2.TVL2Deconv method)
(sporco.admm.tvl2.TVL2Denoise method)
(sporco.pgm.pgm.PGM method)
(sporco.pgm.pgm.PGMDFT method)
Z
zdivide() (in module sporco.array)
zeromean() (in module sporco.admm.cmod)
(in module sporco.cnvrep)
(in module sporco.pgm.cmod)
zpad() (in module sporco.array)
(in module sporco.cnvrep)
zzfinit() (sporco.fista.fista.FISTADFT method)
zzinit() (sporco.fista.fista.FISTA method)
Contents