PyTUQ
Getting Started
Installation
Install from source
About
Overview
Authors
Acknowledgements
API Reference
Section Navigation
pytuq
Submodules
pytuq.fit
pytuq.func
pytuq.gsa
pytuq.linred
pytuq.lreg
pytuq.minf
pytuq.rv
pytuq.surrogates
pytuq.utils
pytuq.workflows
Extra
Index
PyTUQ
Index
Index
_
|
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
K
|
L
|
M
|
N
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O
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P
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Q
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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
|
Y
_
_x_train (pytuq.surrogates.pce.PCE attribute)
_x_trn (pytuq.surrogates.nn.NN attribute)
_x_val (pytuq.surrogates.nn.NN attribute)
_y_train (pytuq.surrogates.pce.PCE attribute)
_y_trn (pytuq.surrogates.nn.NN attribute)
_y_val (pytuq.surrogates.nn.NN attribute)
A
a (pytuq.func.benchmark.Ishigami attribute)
(pytuq.func.benchmark.Sobol attribute)
(pytuq.func.chem.MullerBrown attribute)
(pytuq.rv.pcrv.PC1d attribute)
a_ (pytuq.func.benchmark.Branin attribute)
abcalpha (pytuq.minf.likelihoods.Likelihood_abc attribute)
,
[1]
abceps (pytuq.minf.likelihoods.Likelihood_abc attribute)
,
[1]
AddFcn (class in pytuq.func.func)
Adjiman (class in pytuq.func.benchmark)
Affine (class in pytuq.utils.maps)
AinvH (pytuq.fit.gp.gp attribute)
alpha (pytuq.rv.mrv.Pareto_1d attribute)
AMCMC (class in pytuq.minf.mcmc)
anl (class in pytuq.lreg.anl)
B
b (pytuq.func.benchmark.Ishigami attribute)
(pytuq.func.chem.MullerBrown attribute)
(pytuq.rv.mrv.Pareto_1d attribute)
(pytuq.rv.pcrv.PC1d attribute)
b_ (pytuq.func.benchmark.Branin attribute)
bases1d (pytuq.func.poly.Leg attribute)
(pytuq.func.poly.Mon attribute)
(pytuq.func.poly.PolyBase attribute)
bases1d_deriv (pytuq.func.poly.Leg attribute)
(pytuq.func.poly.Mon attribute)
(pytuq.func.poly.PolyBase attribute)
basisEval (pytuq.fit.gp.gp attribute)
(pytuq.lreg.lreg.lreg attribute)
basisEvalPars (pytuq.fit.gp.gp attribute)
(pytuq.lreg.lreg.lreg attribute)
basisEvaluatorSet (pytuq.fit.gp.gp attribute)
,
[1]
(pytuq.lreg.lreg.lreg attribute)
,
[1]
bcs (class in pytuq.lreg.bcs)
bcs_fit() (in module pytuq.lreg.bcs)
bias (pytuq.utils.maps.Affine attribute)
Branin (class in pytuq.func.benchmark)
build() (pytuq.linred.kle.KLE method)
(pytuq.linred.klnn.KLNN method)
(pytuq.linred.klsurr.KLSurr method)
(pytuq.linred.linred.LinRed method)
(pytuq.linred.svd.SVD method)
(pytuq.surrogates.nn.NN method)
(pytuq.surrogates.pce.PCE method)
built (pytuq.linred.kle.KLE attribute)
(pytuq.linred.klsurr.KLSurr attribute)
,
[1]
(pytuq.linred.linred.LinRed attribute)
,
[1]
(pytuq.linred.svd.SVD attribute)
C
c (pytuq.func.chem.MullerBrown attribute)
c_ (pytuq.func.benchmark.Branin attribute)
c_hat (pytuq.fit.gp.gp attribute)
cartes_list() (in module pytuq.utils.xutils)
CartesProdFcn (class in pytuq.func.oper)
cdf() (pytuq.rv.mrv.GMM method)
(pytuq.rv.mrv.Inverse method)
(pytuq.rv.mrv.Lognormal_1d method)
(pytuq.rv.mrv.MCMCRV method)
(pytuq.rv.mrv.Mixture method)
(pytuq.rv.mrv.MRV method)
(pytuq.rv.mrv.Pareto_1d method)
(pytuq.rv.mrv.Weibull_1d method)
center (pytuq.func.benchmark.Quadratic attribute)
cf (pytuq.func.oper.PickDim attribute)
(pytuq.lreg.anl.anl attribute)
(pytuq.lreg.lreg.lreg attribute)
,
[1]
(pytuq.lreg.lreg.lsq attribute)
(pytuq.lreg.merr.lreg_merr attribute)
cf_cov (pytuq.lreg.anl.anl attribute)
(pytuq.lreg.lreg.lreg attribute)
,
[1]
(pytuq.lreg.lreg.lsq attribute)
(pytuq.lreg.merr.lreg_merr attribute)
cfs (pytuq.func.poly.PolyBase attribute)
cfsFlatten() (pytuq.rv.pcrv.PCRV method)
cfsUnflatten() (pytuq.rv.pcrv.PCRV method)
chainInit (pytuq.minf.infer.Infer attribute)
chdim (pytuq.minf.infer.Infer attribute)
check_options() (pytuq.surrogates.nn.NN method)
checkDim() (pytuq.func.func.Function method)
checkDomain() (pytuq.func.func.Function method)
checkMiCfsizes() (pytuq.rv.pcrv.PCRV method)
chind (pytuq.minf.infer.Infer attribute)
coefs (pytuq.rv.pcrv.PCRV attribute)
ComposeFcn (class in pytuq.func.oper)
ComposeMap (class in pytuq.utils.maps)
compressMI() (pytuq.rv.pcrv.PCRV method)
compressPC() (pytuq.rv.pcrv.PCRV method)
compute() (pytuq.gsa.gsa.Linreg method)
(pytuq.gsa.gsa.Moat method)
(pytuq.gsa.gsa.PCSobol method)
(pytuq.gsa.gsa.SamSobol method)
(pytuq.gsa.gsa.SensMethod method)
compute_evidence() (pytuq.lreg.anl.anl method)
compute_relvar() (pytuq.linred.linred.LinRed method)
compute_sens() (pytuq.linred.klnn.KLNN method)
(pytuq.linred.klsurr.KLSurr method)
compute_sens_pc() (pytuq.linred.klsurr.KLSurr method)
compute_stdev() (pytuq.lreg.lreg.lreg method)
computeDataPrior() (pytuq.minf.priors.Prior method)
computeGroupSens() (pytuq.rv.pcrv.PCRV method)
computeJointSens() (pytuq.rv.pcrv.PCRV method)
computeMean() (pytuq.rv.pcrv.PCRV method)
computeSens() (pytuq.rv.pcrv.PCRV method)
computeTotSens() (pytuq.rv.pcrv.PCRV method)
computeVar() (pytuq.rv.pcrv.PCRV method)
const (pytuq.func.toy.Constant attribute)
const() (in module pytuq.utils.funcbank)
Constant (class in pytuq.func.toy)
cosine() (in module pytuq.utils.funcbank)
cov (pytuq.func.benchmark.MVN attribute)
(pytuq.rv.pcrv.PCRV_mvn attribute)
cov_ini (pytuq.minf.mcmc.AMCMC attribute)
,
[1]
cov_nugget (pytuq.lreg.anl.anl attribute)
,
[1]
covs (pytuq.rv.mrv.GMM attribute)
D
data_is_set (pytuq.minf.infer.Infer attribute)
datavar (pytuq.lreg.anl.anl attribute)
,
[1]
(pytuq.lreg.lreg.lreg attribute)
,
[1]
(pytuq.minf.infer.Infer attribute)
datavar_init (pytuq.lreg.bcs.bcs attribute)
,
[1]
datavar_is_set (pytuq.minf.infer.Infer attribute)
delta (pytuq.gsa.gsa.Moat attribute)
,
[1]
detind (pytuq.rv.pcrv.PCRV attribute)
diam() (in module pytuq.utils.stats)
dim (pytuq.func.benchmark.Franke attribute)
,
[1]
(pytuq.func.benchmark.Ishigami attribute)
,
[1]
(pytuq.func.benchmark.Sobol attribute)
,
[1]
(pytuq.func.func.AddFcn attribute)
(pytuq.func.func.DivFcn attribute)
(pytuq.func.func.Function attribute)
,
[1]
(pytuq.func.func.ModelWrapperFcn attribute)
(pytuq.func.func.MultFcn attribute)
(pytuq.func.func.PowFcn attribute)
(pytuq.func.func.SubFcn attribute)
(pytuq.func.genz.GenzBase attribute)
(pytuq.func.oper.CartesProdFcn attribute)
(pytuq.func.oper.ComposeFcn attribute)
(pytuq.func.oper.GradFcn attribute)
(pytuq.func.oper.LinTransformFcn attribute)
(pytuq.func.oper.ShiftFcn attribute)
(pytuq.func.oper.SliceFcn attribute)
(pytuq.func.poly.Leg attribute)
(pytuq.func.poly.Mon attribute)
(pytuq.func.poly.PolyBase attribute)
(pytuq.func.toy.Exp attribute)
(pytuq.func.toy.Log attribute)
(pytuq.func.toy.Quad attribute)
(pytuq.func.toy.Quad2d attribute)
(pytuq.gsa.gsa.SensMethod attribute)
,
[1]
distance() (in module pytuq.lreg.opt)
distance_grad() (in module pytuq.lreg.opt)
DivFcn (class in pytuq.func.func)
dmax (pytuq.func.benchmark.Franke attribute)
(pytuq.func.benchmark.Ishigami attribute)
(pytuq.func.benchmark.Sobol attribute)
(pytuq.func.func.AddFcn attribute)
(pytuq.func.func.DivFcn attribute)
(pytuq.func.func.Function attribute)
,
[1]
(pytuq.func.func.ModelWrapperFcn attribute)
(pytuq.func.func.MultFcn attribute)
(pytuq.func.func.PowFcn attribute)
(pytuq.func.func.SubFcn attribute)
(pytuq.func.oper.CartesProdFcn attribute)
(pytuq.func.oper.ComposeFcn attribute)
(pytuq.func.oper.GradFcn attribute)
(pytuq.func.oper.LinTransformFcn attribute)
(pytuq.func.oper.ShiftFcn attribute)
(pytuq.func.oper.SliceFcn attribute)
(pytuq.func.poly.Leg attribute)
(pytuq.func.poly.Mon attribute)
(pytuq.func.poly.PolyBase attribute)
(pytuq.func.toy.Exp attribute)
(pytuq.func.toy.Log attribute)
(pytuq.func.toy.Quad attribute)
(pytuq.func.toy.Quad2d attribute)
dom (pytuq.gsa.gsa.SensMethod attribute)
,
[1]
domain (pytuq.func.benchmark.Franke attribute)
(pytuq.func.benchmark.Ishigami attribute)
(pytuq.func.benchmark.Sobol attribute)
(pytuq.func.func.AddFcn attribute)
(pytuq.func.func.DivFcn attribute)
(pytuq.func.func.Function attribute)
,
[1]
(pytuq.func.func.ModelWrapperFcn attribute)
(pytuq.func.func.MultFcn attribute)
(pytuq.func.func.PowFcn attribute)
(pytuq.func.func.SubFcn attribute)
(pytuq.func.oper.CartesProdFcn attribute)
(pytuq.func.oper.ComposeFcn attribute)
(pytuq.func.oper.GradFcn attribute)
(pytuq.func.oper.LinTransformFcn attribute)
(pytuq.func.oper.ShiftFcn attribute)
(pytuq.func.oper.SliceFcn attribute)
(pytuq.func.poly.Leg attribute)
(pytuq.func.poly.Mon attribute)
(pytuq.func.poly.PolyBase attribute)
(pytuq.func.toy.Exp attribute)
(pytuq.func.toy.Log attribute)
(pytuq.func.toy.Quad attribute)
(pytuq.func.toy.Quad2d attribute)
(pytuq.minf.priors.Prior_uniform attribute)
,
[1]
(pytuq.rv.pcrv.PC1d attribute)
Domainizer (class in pytuq.utils.maps)
dvinfo (pytuq.lreg.merr.lreg_merr attribute)
dvparams (pytuq.minf.infer.Infer attribute)
dvtype (pytuq.minf.infer.Infer attribute)
E
eigval (pytuq.linred.kle.KLE attribute)
(pytuq.linred.linred.LinRed attribute)
,
[1]
(pytuq.linred.svd.SVD attribute)
eigval_clip() (pytuq.linred.linred.LinRed method)
embedding (pytuq.lreg.merr.lreg_merr attribute)
,
[1]
encode_mindex() (in module pytuq.utils.mindex)
eps (pytuq.func.chem.LennardJones attribute)
epsilon (pytuq.minf.mcmc.HMC attribute)
(pytuq.minf.mcmc.MALA attribute)
eta (pytuq.lreg.bcs.bcs attribute)
,
[1]
eval (pytuq.func.benchmark.Franke attribute)
(pytuq.func.benchmark.Ishigami attribute)
(pytuq.func.benchmark.Sobol attribute)
(pytuq.func.func.AddFcn attribute)
(pytuq.func.func.DivFcn attribute)
(pytuq.func.func.Function attribute)
,
[1]
(pytuq.func.func.ModelWrapperFcn attribute)
(pytuq.func.func.MultFcn attribute)
(pytuq.func.func.PowFcn attribute)
(pytuq.func.func.SubFcn attribute)
(pytuq.func.oper.CartesProdFcn attribute)
(pytuq.func.oper.ComposeFcn attribute)
(pytuq.func.oper.GradFcn attribute)
(pytuq.func.oper.LinTransformFcn attribute)
(pytuq.func.oper.ShiftFcn attribute)
(pytuq.func.oper.SliceFcn attribute)
(pytuq.func.poly.Leg attribute)
(pytuq.func.poly.Mon attribute)
(pytuq.func.poly.PolyBase attribute)
(pytuq.func.toy.Exp attribute)
(pytuq.func.toy.Log attribute)
(pytuq.func.toy.Quad attribute)
(pytuq.func.toy.Quad2d attribute)
eval() (pytuq.linred.klnn.KLNN method)
(pytuq.linred.klsurr.KLSurr method)
(pytuq.linred.linred.LinRed method)
(pytuq.minf.likelihoods.Likelihood method)
(pytuq.minf.likelihoods.Likelihood_abc method)
(pytuq.minf.likelihoods.Likelihood_classical method)
(pytuq.minf.likelihoods.Likelihood_dummy method)
(pytuq.minf.likelihoods.Likelihood_gausmarg method)
(pytuq.minf.likelihoods.Likelihood_logclassical method)
(pytuq.minf.priors.Prior method)
(pytuq.minf.priors.Prior_normal method)
(pytuq.minf.priors.Prior_uniform method)
eval_slice() (pytuq.func.func.Function method)
evalBases() (pytuq.rv.pcrv.PCRV method)
evalBasesNormsSq() (pytuq.rv.pcrv.PCRV method)
evalgrad_slice() (pytuq.func.func.Function method)
evalLogPost() (pytuq.minf.infer.Infer method)
evalPC() (pytuq.rv.pcrv.PCRV method)
evaluate() (pytuq.surrogates.nn.NN method)
(pytuq.surrogates.pce.PCE method)
evalxi() (pytuq.linred.klnn.KLNN method)
(pytuq.linred.klsurr.KLSurr method)
Exp (class in pytuq.func.toy)
Expon (class in pytuq.utils.maps)
extrainferparams (pytuq.minf.infer.Infer attribute)
,
[1]
F
f2d() (in module pytuq.utils.funcbank)
factor (pytuq.func.chem.MullerBrown attribute)
(pytuq.minf.priors.Prior_uniform attribute)
fast_auc() (in module pytuq.utils.metrics)
fcn (pytuq.func.func.PowFcn attribute)
(pytuq.func.oper.GradFcn attribute)
(pytuq.func.oper.LinTransformFcn attribute)
(pytuq.func.oper.ShiftFcn attribute)
(pytuq.func.oper.SliceFcn attribute)
fcn1 (pytuq.func.func.AddFcn attribute)
(pytuq.func.func.DivFcn attribute)
(pytuq.func.func.MultFcn attribute)
(pytuq.func.func.SubFcn attribute)
(pytuq.func.oper.CartesProdFcn attribute)
(pytuq.func.oper.ComposeFcn attribute)
fcn2 (pytuq.func.func.AddFcn attribute)
(pytuq.func.func.DivFcn attribute)
(pytuq.func.func.MultFcn attribute)
(pytuq.func.func.SubFcn attribute)
(pytuq.func.oper.CartesProdFcn attribute)
(pytuq.func.oper.ComposeFcn attribute)
fit() (pytuq.fit.fit.fitbase method)
(pytuq.fit.gp.gp method)
(pytuq.lreg.lreg.lreg method)
fita() (pytuq.lreg.anl.anl method)
(pytuq.lreg.bcs.bcs method)
(pytuq.lreg.lreg.lreg method)
(pytuq.lreg.lreg.lsq method)
(pytuq.lreg.merr.lreg_merr method)
(pytuq.lreg.opt.opt method)
fitbase (class in pytuq.fit.fit)
fitted (pytuq.fit.fit.fitbase attribute)
,
[1]
(pytuq.fit.gp.gp attribute)
(pytuq.lreg.anl.anl attribute)
(pytuq.lreg.bcs.bcs attribute)
(pytuq.lreg.lreg.lsq attribute)
(pytuq.lreg.merr.lreg_merr attribute)
fixindnom (pytuq.minf.infer.Infer attribute)
forw() (pytuq.utils.maps.XMap method)
Franke (class in pytuq.func.benchmark)
Function (class in pytuq.func.func)
function (pytuq.linred.klsurr.KLSurr attribute)
,
[1]
(pytuq.rv.pcrv.PCRV attribute)
,
[1]
G
gamma (pytuq.minf.mcmc.AMCMC attribute)
,
[1]
GenzBase (class in pytuq.func.genz)
GenzCornerPeak (class in pytuq.func.genz)
GenzOscillatory (class in pytuq.func.genz)
GenzSum (class in pytuq.func.genz)
germ_sam (pytuq.gsa.gsa.PCSobol attribute)
germCdf() (pytuq.rv.pcrv.PC1d method)
germSample() (pytuq.rv.pcrv.PC1d method)
get_domain() (in module pytuq.utils.stats)
get_kmat_cross() (pytuq.fit.gp.gp method)
get_kmat_self() (pytuq.fit.gp.gp method)
get_mi() (in module pytuq.utils.mindex)
get_neig() (pytuq.linred.linred.LinRed method)
get_npc() (in module pytuq.utils.mindex)
get_opt_bw() (in module pytuq.utils.xutils)
get_options() (pytuq.surrogates.nn.NN method)
get_pdf() (in module pytuq.utils.xutils)
get_pdf_uqtk() (in module pytuq.utils.uqtk_utils)
get_sigma2hat() (pytuq.fit.gp.gp method)
get_stats() (in module pytuq.utils.stats)
getDataStats() (pytuq.minf.infer.Infer method)
getDataVar() (pytuq.minf.infer.Infer method)
getInSamples() (pytuq.minf.infer.Infer method)
getIOSamples() (pytuq.minf.infer.Infer method)
getMaxOrders() (pytuq.rv.pcrv.PCRV method)
getModelMoments_NISP() (pytuq.minf.infer.Infer method)
getOutSamples() (pytuq.minf.infer.Infer method)
getParamIndices() (pytuq.rv.pcrv.PCRV method)
GMM (class in pytuq.rv.mrv)
gp (class in pytuq.fit.gp)
grad() (pytuq.func.benchmark.Adjiman method)
(pytuq.func.benchmark.Branin method)
(pytuq.func.benchmark.Franke method)
(pytuq.func.benchmark.NegAlpineN2 method)
(pytuq.func.benchmark.SumSquares method)
(pytuq.func.chem.LennardJones method)
(pytuq.func.chem.MullerBrown method)
(pytuq.func.func.AddFcn method)
(pytuq.func.func.DivFcn method)
(pytuq.func.func.Function method)
(pytuq.func.func.MultFcn method)
(pytuq.func.func.PowFcn method)
(pytuq.func.func.SubFcn method)
(pytuq.func.genz.GenzCornerPeak method)
(pytuq.func.genz.GenzOscillatory method)
(pytuq.func.genz.GenzSum method)
(pytuq.func.oper.CartesProdFcn method)
(pytuq.func.oper.ComposeFcn method)
(pytuq.func.oper.LinTransformFcn method)
(pytuq.func.oper.PickDim method)
(pytuq.func.oper.ShiftFcn method)
(pytuq.func.oper.SliceFcn method)
(pytuq.func.poly.PolyBase method)
(pytuq.func.toy.Constant method)
(pytuq.func.toy.Exp method)
(pytuq.func.toy.Identity method)
(pytuq.func.toy.Log method)
(pytuq.func.toy.Quad method)
(pytuq.func.toy.Quad2d method)
grad_() (pytuq.func.func.Function method)
GradFcn (class in pytuq.func.oper)
H
hess (pytuq.func.benchmark.Quadratic attribute)
hess() (pytuq.func.func.Function method)
hess_() (pytuq.func.func.Function method)
HMC (class in pytuq.minf.mcmc)
I
Identity (class in pytuq.func.toy)
idim (pytuq.func.oper.GradFcn attribute)
idt() (in module pytuq.utils.xutils)
ind (pytuq.func.oper.SliceFcn attribute)
ind_calib (pytuq.minf.infer.Infer attribute)
ind_embed (pytuq.lreg.merr.lreg_merr attribute)
,
[1]
indmap (pytuq.gsa.gsa.Moat attribute)
inDomain() (pytuq.func.func.Function method)
Infer (class in pytuq.minf.infer)
infer (pytuq.minf.likelihoods.Likelihood attribute)
,
[1]
(pytuq.minf.priors.Prior attribute)
,
[1]
inpcrv (pytuq.minf.infer.Infer attribute)
inpdf_type (pytuq.minf.infer.Infer attribute)
instantiate_network() (pytuq.surrogates.nn.NN method)
integrate() (pytuq.utils.integr.Integrator method)
(pytuq.utils.integr.IntegratorGMM method)
(pytuq.utils.integr.IntegratorGMMT method)
(pytuq.utils.integr.IntegratorMC method)
(pytuq.utils.integr.IntegratorMCMC method)
(pytuq.utils.integr.IntegratorScipy method)
(pytuq.utils.integr.IntegratorWMC method)
integrate_multiple() (pytuq.utils.integr.Integrator method)
Integrator (class in pytuq.utils.integr)
IntegratorGMM (class in pytuq.utils.integr)
IntegratorGMMT (class in pytuq.utils.integr)
IntegratorMC (class in pytuq.utils.integr)
IntegratorMCMC (class in pytuq.utils.integr)
IntegratorScipy (class in pytuq.utils.integr)
IntegratorWMC (class in pytuq.utils.integr)
intersect_domain() (in module pytuq.utils.stats)
intgl() (pytuq.func.genz.GenzOscillatory method)
inv() (pytuq.rv.rosen.Rosenblatt method)
(pytuq.utils.maps.Affine method)
(pytuq.utils.maps.ComposeMap method)
(pytuq.utils.maps.Expon method)
(pytuq.utils.maps.LinearScaler method)
(pytuq.utils.maps.Logar method)
(pytuq.utils.maps.XMap method)
inv_bfgs() (pytuq.rv.rosen.Rosenblatt method)
Inverse (class in pytuq.rv.mrv)
Ishigami (class in pytuq.func.benchmark)
K
k (pytuq.rv.mrv.Weibull_1d attribute)
,
[1]
kernel (pytuq.fit.gp.gp attribute)
,
[1]
kernel_params (pytuq.fit.gp.gp attribute)
,
[1]
kernel_params_range (pytuq.fit.gp.gp attribute)
,
[1]
kernel_rbf() (in module pytuq.fit.gp)
kernel_sin() (in module pytuq.fit.gp)
kf_ (pytuq.fit.gp.gp attribute)
kl (pytuq.linred.klsurr.KLSurr attribute)
KLE (class in pytuq.linred.kle)
KLNN (class in pytuq.linred.klnn)
KLSurr (class in pytuq.linred.klsurr)
L
L (pytuq.minf.mcmc.HMC attribute)
L_ (pytuq.fit.gp.gp attribute)
lam (pytuq.rv.mrv.Weibull_1d attribute)
,
[1]
Leg (class in pytuq.func.poly)
LennardJones (class in pytuq.func.chem)
lighten_color() (in module pytuq.utils.plotting)
lik_is_set (pytuq.minf.infer.Infer attribute)
Likelihood (class in pytuq.minf.likelihoods)
(pytuq.minf.infer.Infer attribute)
Likelihood_abc (class in pytuq.minf.likelihoods)
Likelihood_classical (class in pytuq.minf.likelihoods)
Likelihood_dummy (class in pytuq.minf.likelihoods)
Likelihood_gausmarg (class in pytuq.minf.likelihoods)
Likelihood_logclassical (class in pytuq.minf.likelihoods)
LinearScaler (class in pytuq.utils.maps)
LinRed (class in pytuq.linred.linred)
Linreg (class in pytuq.gsa.gsa)
LinTransformFcn (class in pytuq.func.oper)
loadpk() (in module pytuq.utils.xutils)
Log (class in pytuq.func.toy)
Logar (class in pytuq.utils.maps)
Lognormal_1d (class in pytuq.rv.mrv)
logpdf() (pytuq.rv.mrv.Inverse method)
(pytuq.rv.mrv.Lognormal_1d method)
(pytuq.rv.mrv.MRV method)
(pytuq.rv.mrv.Pareto_1d method)
(pytuq.rv.mrv.Weibull_1d method)
logPost (pytuq.minf.calib.MCMCBase attribute)
logpost (pytuq.rv.mrv.MCMCRV attribute)
,
[1]
logpost_emb() (in module pytuq.lreg.merr)
logPostGrad (pytuq.minf.calib.MCMCBase attribute)
lreg (class in pytuq.lreg.lreg)
(pytuq.surrogates.pce.PCE attribute)
,
[1]
lreg_merr (class in pytuq.lreg.merr)
lsq (class in pytuq.lreg.lreg)
LVst (pytuq.fit.gp.gp attribute)
M
mae() (in module pytuq.utils.metrics)
MALA (class in pytuq.minf.mcmc)
map1 (pytuq.utils.maps.ComposeMap attribute)
map2 (pytuq.utils.maps.ComposeMap attribute)
map_flat_to_tri() (in module pytuq.lreg.merr)
max_deg (pytuq.func.poly.PolyBase attribute)
maxOrd (pytuq.rv.pcrv.PCRV attribute)
MCMCBase (class in pytuq.minf.calib)
MCMCRV (class in pytuq.rv.mrv)
md_transform (pytuq.minf.infer.Infer attribute)
mean (pytuq.func.benchmark.MVN attribute)
(pytuq.linred.kle.KLE attribute)
(pytuq.linred.linred.LinRed attribute)
,
[1]
(pytuq.linred.svd.SVD attribute)
(pytuq.minf.priors.Prior attribute)
,
[1]
(pytuq.minf.priors.Prior_normal attribute)
(pytuq.rv.pcrv.PCRV_mvn attribute)
mean_fixed (pytuq.lreg.merr.lreg_merr attribute)
,
[1]
means (pytuq.rv.mrv.GMM attribute)
,
[1]
merr_method (pytuq.lreg.merr.lreg_merr attribute)
,
[1]
method (pytuq.lreg.anl.anl attribute)
,
[1]
micf_join() (in module pytuq.utils.mindex)
mindex (pytuq.func.poly.PolyBase attribute)
mindices (pytuq.rv.pcrv.PCRV attribute)
minimize() (pytuq.func.func.Function method)
Mixture (class in pytuq.rv.mrv)
Moat (class in pytuq.gsa.gsa)
model (pytuq.func.func.ModelWrapperFcn attribute)
(pytuq.minf.infer.Infer attribute)
model_infer() (in module pytuq.minf.minf)
model_infer_postp() (in module pytuq.minf.minf)
model_is_set (pytuq.minf.infer.Infer attribute)
model_params (pytuq.minf.infer.Infer attribute)
model_sens() (in module pytuq.gsa.gsa)
modelinput_is_set (pytuq.minf.infer.Infer attribute)
modeloutput_is_set (pytuq.minf.infer.Infer attribute)
modelpar (pytuq.func.func.ModelWrapperFcn attribute)
ModelWrapperFcn (class in pytuq.func.func)
modes (pytuq.linred.kle.KLE attribute)
(pytuq.linred.linred.LinRed attribute)
,
[1]
(pytuq.linred.svd.SVD attribute)
modes_clip() (pytuq.linred.linred.LinRed method)
module
pytuq
pytuq.fit
pytuq.fit.fit
pytuq.fit.gp
pytuq.func
pytuq.func.benchmark
pytuq.func.chem
pytuq.func.func
pytuq.func.genz
pytuq.func.oper
pytuq.func.poly
pytuq.func.toy
pytuq.gsa
pytuq.gsa.gsa
pytuq.linred
pytuq.linred.kle
pytuq.linred.klnn
pytuq.linred.klsurr
pytuq.linred.linred
pytuq.linred.svd
pytuq.lreg
pytuq.lreg.anl
pytuq.lreg.bcs
pytuq.lreg.lreg
pytuq.lreg.merr
pytuq.lreg.opt
pytuq.minf
pytuq.minf.calib
pytuq.minf.infer
pytuq.minf.likelihoods
pytuq.minf.mcmc
pytuq.minf.minf
pytuq.minf.priors
pytuq.rv
pytuq.rv.mrv
pytuq.rv.pcrv
pytuq.rv.rosen
pytuq.surrogates
pytuq.surrogates.nn
pytuq.surrogates.pce
pytuq.utils
pytuq.utils.decors
pytuq.utils.funcbank
pytuq.utils.integr
pytuq.utils.maps
pytuq.utils.metrics
pytuq.utils.mindex
pytuq.utils.plotting
pytuq.utils.stats
pytuq.utils.uqtk_utils
pytuq.utils.xutils
pytuq.workflows
pytuq.workflows.fits
pytuq.workflows.uprop
Mon (class in pytuq.func.poly)
MRV (class in pytuq.rv.mrv)
mu (pytuq.rv.mrv.Lognormal_1d attribute)
,
[1]
MullerBrown (class in pytuq.func.chem)
MultFcn (class in pytuq.func.func)
multiplicative (pytuq.lreg.merr.lreg_merr attribute)
,
[1]
MVN (class in pytuq.func.benchmark)
myrc() (in module pytuq.utils.plotting)
N
n (pytuq.func.chem.LennardJones attribute)
n_layers (pytuq.surrogates.nn.NN attribute)
,
[1]
n_nodes (pytuq.surrogates.nn.NN attribute)
,
[1]
name (pytuq.func.benchmark.Adjiman attribute)
(pytuq.func.benchmark.Branin attribute)
(pytuq.func.benchmark.Franke attribute)
,
[1]
(pytuq.func.benchmark.Ishigami attribute)
,
[1]
(pytuq.func.benchmark.MVN attribute)
(pytuq.func.benchmark.NegAlpineN2 attribute)
(pytuq.func.benchmark.Quadratic attribute)
(pytuq.func.benchmark.Sobol attribute)
,
[1]
(pytuq.func.benchmark.SumSquares attribute)
(pytuq.func.chem.LennardJones attribute)
(pytuq.func.chem.MullerBrown attribute)
(pytuq.func.func.AddFcn attribute)
,
[1]
(pytuq.func.func.DivFcn attribute)
,
[1]
(pytuq.func.func.Function attribute)
,
[1]
(pytuq.func.func.ModelWrapperFcn attribute)
(pytuq.func.func.MultFcn attribute)
,
[1]
(pytuq.func.func.PowFcn attribute)
,
[1]
(pytuq.func.func.SubFcn attribute)
,
[1]
(pytuq.func.genz.GenzBase attribute)
(pytuq.func.oper.CartesProdFcn attribute)
,
[1]
(pytuq.func.oper.ComposeFcn attribute)
,
[1]
(pytuq.func.oper.GradFcn attribute)
,
[1]
(pytuq.func.oper.LinTransformFcn attribute)
,
[1]
(pytuq.func.oper.PickDim attribute)
(pytuq.func.oper.ShiftFcn attribute)
,
[1]
(pytuq.func.oper.SliceFcn attribute)
,
[1]
(pytuq.func.poly.Leg attribute)
(pytuq.func.poly.Mon attribute)
(pytuq.func.poly.PolyBase attribute)
,
[1]
(pytuq.func.toy.Constant attribute)
(pytuq.func.toy.Exp attribute)
,
[1]
(pytuq.func.toy.Identity attribute)
(pytuq.func.toy.Log attribute)
,
[1]
(pytuq.func.toy.Quad attribute)
,
[1]
(pytuq.func.toy.Quad2d attribute)
,
[1]
nbas (pytuq.fit.gp.gp attribute)
,
[1]
nbases (pytuq.func.poly.PolyBase attribute)
ndata (pytuq.minf.infer.Infer attribute)
ndim (pytuq.func.func.ModelWrapperFcn attribute)
(pytuq.linred.klsurr.KLSurr attribute)
,
[1]
neachs (pytuq.minf.infer.Infer attribute)
NegAlpineN2 (class in pytuq.func.benchmark)
neglogmarglik() (pytuq.fit.gp.gp method)
neig (pytuq.linred.klsurr.KLSurr attribute)
,
[1]
nlev (pytuq.gsa.gsa.Moat attribute)
,
[1]
nmcmc (pytuq.rv.mrv.MCMCRV attribute)
,
[1]
NN (class in pytuq.surrogates.nn)
nn_vi() (pytuq.surrogates.nn.NN method)
nnet (pytuq.surrogates.nn.NN attribute)
,
[1]
nom (pytuq.func.oper.SliceFcn attribute)
norm_rmse() (in module pytuq.utils.metrics)
Normalizer (class in pytuq.utils.maps)
normsq() (pytuq.rv.pcrv.PC1d method)
nqd (pytuq.minf.infer.Infer attribute)
nsam (pytuq.gsa.gsa.Linreg attribute)
(pytuq.gsa.gsa.Moat attribute)
(pytuq.gsa.gsa.PCSobol attribute)
(pytuq.gsa.gsa.SamSobol attribute)
nugget (pytuq.fit.gp.gp attribute)
,
[1]
O
opt (class in pytuq.lreg.opt)
opt_method (pytuq.lreg.merr.lreg_merr attribute)
,
[1]
options (pytuq.surrogates.nn.NN attribute)
,
[1]
options_valid (pytuq.surrogates.nn.NN attribute)
order (pytuq.gsa.gsa.PCSobol attribute)
,
[1]
(pytuq.surrogates.pce.PCE attribute)
,
[1]
outdim (pytuq.func.benchmark.Adjiman attribute)
(pytuq.func.benchmark.Branin attribute)
(pytuq.func.benchmark.Franke attribute)
,
[1]
(pytuq.func.benchmark.Ishigami attribute)
,
[1]
(pytuq.func.benchmark.MVN attribute)
(pytuq.func.benchmark.NegAlpineN2 attribute)
(pytuq.func.benchmark.Quadratic attribute)
(pytuq.func.benchmark.Sobol attribute)
,
[1]
(pytuq.func.benchmark.SumSquares attribute)
(pytuq.func.chem.LennardJones attribute)
(pytuq.func.chem.MullerBrown attribute)
(pytuq.func.func.AddFcn attribute)
,
[1]
(pytuq.func.func.DivFcn attribute)
,
[1]
(pytuq.func.func.Function attribute)
,
[1]
(pytuq.func.func.ModelWrapperFcn attribute)
,
[1]
(pytuq.func.func.MultFcn attribute)
,
[1]
(pytuq.func.func.PowFcn attribute)
,
[1]
(pytuq.func.func.SubFcn attribute)
,
[1]
(pytuq.func.genz.GenzBase attribute)
(pytuq.func.oper.CartesProdFcn attribute)
,
[1]
(pytuq.func.oper.ComposeFcn attribute)
,
[1]
(pytuq.func.oper.GradFcn attribute)
,
[1]
(pytuq.func.oper.LinTransformFcn attribute)
,
[1]
(pytuq.func.oper.PickDim attribute)
(pytuq.func.oper.ShiftFcn attribute)
,
[1]
(pytuq.func.oper.SliceFcn attribute)
,
[1]
(pytuq.func.poly.Leg attribute)
(pytuq.func.poly.Mon attribute)
(pytuq.func.poly.PolyBase attribute)
,
[1]
(pytuq.func.toy.Constant attribute)
(pytuq.func.toy.Exp attribute)
,
[1]
(pytuq.func.toy.Identity attribute)
(pytuq.func.toy.Log attribute)
,
[1]
(pytuq.func.toy.Quad attribute)
,
[1]
(pytuq.func.toy.Quad2d attribute)
,
[1]
(pytuq.surrogates.pce.PCE attribute)
,
[1]
outord (pytuq.minf.infer.Infer attribute)
P
p0 (pytuq.rv.pcrv.PC1d attribute)
p1 (pytuq.rv.pcrv.PC1d attribute)
parallel_coordinates() (in module pytuq.utils.plotting)
param_ini (pytuq.rv.mrv.MCMCRV attribute)
params (pytuq.rv.mrv.Lognormal_1d attribute)
(pytuq.rv.mrv.Pareto_1d attribute)
(pytuq.rv.mrv.Weibull_1d attribute)
Pareto_1d (class in pytuq.rv.mrv)
PC1d (class in pytuq.rv.pcrv)
PC1ds (pytuq.rv.pcrv.PCRV attribute)
,
[1]
pc_fit() (in module pytuq.workflows.fits)
pc_ros() (in module pytuq.workflows.fits)
pc_type (pytuq.minf.infer.Infer attribute)
PCE (class in pytuq.surrogates.pce)
pce_eval() (in module pytuq.utils.uqtk_utils)
pce_sens() (in module pytuq.utils.uqtk_utils)
pcflat (pytuq.minf.infer.Infer attribute)
PCRV (class in pytuq.rv.pcrv)
pcrv (pytuq.gsa.gsa.PCSobol attribute)
(pytuq.surrogates.pce.PCE attribute)
,
[1]
PCRV_iid (class in pytuq.rv.pcrv)
PCRV_mvn (class in pytuq.rv.pcrv)
PCSobol (class in pytuq.gsa.gsa)
pctype (pytuq.gsa.gsa.PCSobol attribute)
,
[1]
(pytuq.rv.pcrv.PC1d attribute)
,
[1]
(pytuq.surrogates.pce.PCE attribute)
,
[1]
pctypes (pytuq.rv.pcrv.PCRV attribute)
pdf() (pytuq.rv.mrv.GMM method)
(pytuq.rv.mrv.Inverse method)
(pytuq.rv.mrv.Lognormal_1d method)
(pytuq.rv.mrv.MCMCRV method)
(pytuq.rv.mrv.Mixture method)
(pytuq.rv.mrv.MRV method)
(pytuq.rv.mrv.Pareto_1d method)
(pytuq.rv.mrv.Weibull_1d method)
(pytuq.rv.pcrv.PCRV_mvn method)
pdf_unscaled() (pytuq.rv.mrv.MCMCRV method)
pdim (pytuq.func.oper.PickDim attribute)
(pytuq.rv.mrv.MRV attribute)
,
[1]
pick_basis() (in module pytuq.utils.xutils)
PickDim (class in pytuq.func.oper)
pind (pytuq.rv.pcrv.PCRV attribute)
plot_1d() (in module pytuq.utils.plotting)
(pytuq.func.func.Function method)
plot_1d_anchored() (in module pytuq.utils.plotting)
plot_1d_anchored_single() (in module pytuq.utils.plotting)
plot_1d_data() (in module pytuq.minf.minf)
plot_1d_samples() (in module pytuq.minf.minf)
plot_1dfit() (in module pytuq.minf.minf)
plot_1dfit_shade() (in module pytuq.minf.minf)
plot_1dfit_vars() (in module pytuq.minf.minf)
plot_2d() (in module pytuq.utils.plotting)
(pytuq.func.func.Function method)
plot_2d_anchored() (in module pytuq.utils.plotting)
plot_2d_anchored_single() (in module pytuq.utils.plotting)
plot_all() (pytuq.linred.linred.LinRed method)
plot_dm() (in module pytuq.utils.plotting)
plot_eig() (pytuq.linred.linred.LinRed method)
plot_ens() (in module pytuq.utils.plotting)
plot_expvar() (pytuq.linred.linred.LinRed method)
plot_fcn_1d_slice() (in module pytuq.utils.plotting)
plot_fcn_2d_slice() (in module pytuq.utils.plotting)
plot_jsens() (in module pytuq.utils.plotting)
plot_modes() (pytuq.linred.linred.LinRed method)
plot_ndfit_vars() (in module pytuq.minf.minf)
plot_parity() (in module pytuq.utils.plotting)
plot_parity_xi() (pytuq.linred.klnn.KLNN method)
(pytuq.linred.klsurr.KLSurr method)
plot_pdf1d() (in module pytuq.utils.plotting)
plot_pdf2d() (in module pytuq.utils.plotting)
plot_pdfs() (in module pytuq.utils.plotting)
plot_samples_pdfs() (in module pytuq.utils.plotting)
plot_sens() (in module pytuq.utils.plotting)
plot_shade() (in module pytuq.utils.plotting)
plot_tri() (in module pytuq.utils.plotting)
plot_uc_exact() (in module pytuq.utils.plotting)
plot_uc_sample() (in module pytuq.utils.plotting)
plot_vars() (in module pytuq.utils.plotting)
plot_xrv() (in module pytuq.utils.plotting)
plot_yx() (in module pytuq.utils.plotting)
PolyBase (class in pytuq.func.poly)
postInfo (pytuq.minf.calib.MCMCBase attribute)
power (pytuq.func.func.PowFcn attribute)
PowFcn (class in pytuq.func.func)
predict() (pytuq.fit.fit.fitbase method)
(pytuq.fit.gp.gp method)
(pytuq.lreg.lreg.lreg method)
predict_plot() (pytuq.lreg.lreg.lreg method)
predict_wstd() (pytuq.fit.fit.fitbase method)
predicta() (pytuq.lreg.lreg.lreg method)
print_coefs() (pytuq.lreg.lreg.lreg method)
printInfo() (pytuq.rv.pcrv.PCRV method)
Prior (class in pytuq.minf.priors)
(pytuq.minf.infer.Infer attribute)
prior_invcov (pytuq.fit.gp.gp attribute)
,
[1]
prior_is_set (pytuq.minf.infer.Infer attribute)
,
[1]
prior_mean (pytuq.fit.gp.gp attribute)
,
[1]
Prior_normal (class in pytuq.minf.priors)
Prior_uniform (class in pytuq.minf.priors)
prior_var (pytuq.lreg.anl.anl attribute)
,
[1]
prodabs() (in module pytuq.utils.funcbank)
project() (in module pytuq.utils.xutils)
(pytuq.linred.kle.KLE method)
(pytuq.linred.linred.LinRed method)
propcov (pytuq.minf.mcmc.AMCMC attribute)
prtype (pytuq.minf.priors.Prior attribute)
,
[1]
(pytuq.minf.priors.Prior_normal attribute)
(pytuq.minf.priors.Prior_uniform attribute)
pytuq
module
pytuq.fit
module
pytuq.fit.fit
module
pytuq.fit.gp
module
pytuq.func
module
pytuq.func.benchmark
module
pytuq.func.chem
module
pytuq.func.func
module
pytuq.func.genz
module
pytuq.func.oper
module
pytuq.func.poly
module
pytuq.func.toy
module
pytuq.gsa
module
pytuq.gsa.gsa
module
pytuq.linred
module
pytuq.linred.kle
module
pytuq.linred.klnn
module
pytuq.linred.klsurr
module
pytuq.linred.linred
module
pytuq.linred.svd
module
pytuq.lreg
module
pytuq.lreg.anl
module
pytuq.lreg.bcs
module
pytuq.lreg.lreg
module
pytuq.lreg.merr
module
pytuq.lreg.opt
module
pytuq.minf
module
pytuq.minf.calib
module
pytuq.minf.infer
module
pytuq.minf.likelihoods
module
pytuq.minf.mcmc
module
pytuq.minf.minf
module
pytuq.minf.priors
module
pytuq.rv
module
pytuq.rv.mrv
module
pytuq.rv.pcrv
module
pytuq.rv.rosen
module
pytuq.surrogates
module
pytuq.surrogates.nn
module
pytuq.surrogates.pce
module
pytuq.utils
module
pytuq.utils.decors
module
pytuq.utils.funcbank
module
pytuq.utils.integr
module
pytuq.utils.maps
module
pytuq.utils.metrics
module
pytuq.utils.mindex
module
pytuq.utils.plotting
module
pytuq.utils.stats
module
pytuq.utils.uqtk_utils
module
pytuq.utils.xutils
module
pytuq.workflows
module
pytuq.workflows.fits
module
pytuq.workflows.uprop
module
Q
Quad (class in pytuq.func.toy)
quad() (pytuq.rv.pcrv.PC1d method)
Quad2d (class in pytuq.func.toy)
quadGerm() (pytuq.rv.pcrv.PCRV method)
Quadratic (class in pytuq.func.benchmark)
R
r0 (pytuq.func.chem.LennardJones attribute)
r_ (pytuq.func.benchmark.Branin attribute)
read_options_from_file() (pytuq.surrogates.nn.NN method)
read_textlist() (in module pytuq.utils.xutils)
regression_method (pytuq.surrogates.pce.PCE attribute)
,
[1]
rel_l2() (in module pytuq.utils.metrics)
rel_rmse() (in module pytuq.utils.metrics)
repeat() (in module pytuq.utils.decors)
repl (pytuq.gsa.gsa.Moat attribute)
residual() (pytuq.rv.rosen.Rosenblatt method)
rmse() (in module pytuq.utils.metrics)
rndind (pytuq.rv.pcrv.PCRV attribute)
Rosenblatt (class in pytuq.rv.rosen)
run() (pytuq.minf.calib.MCMCBase method)
rv (pytuq.rv.mrv.Inverse attribute)
,
[1]
rv_list (pytuq.rv.mrv.Mixture attribute)
,
[1]
S
s_ (pytuq.func.benchmark.Branin attribute)
safe_cholesky() (in module pytuq.utils.xutils)
sample (pytuq.rv.pcrv.PC1d attribute)
sample() (pytuq.gsa.gsa.Linreg method)
(pytuq.gsa.gsa.Moat method)
(pytuq.gsa.gsa.PCSobol method)
(pytuq.gsa.gsa.SamSobol method)
(pytuq.gsa.gsa.SensMethod method)
(pytuq.rv.mrv.GMM method)
(pytuq.rv.mrv.Inverse method)
(pytuq.rv.mrv.Lognormal_1d method)
(pytuq.rv.mrv.MCMCRV method)
(pytuq.rv.mrv.Mixture method)
(pytuq.rv.mrv.MRV method)
(pytuq.rv.mrv.Pareto_1d method)
(pytuq.rv.mrv.Weibull_1d method)
(pytuq.rv.pcrv.PCRV method)
sample_indomain() (pytuq.rv.mrv.MRV method)
sample_sphere() (in module pytuq.utils.xutils)
sample_uniform() (pytuq.func.func.Function method)
sampleGerm() (pytuq.rv.pcrv.PCRV method)
sampler() (pytuq.minf.calib.MCMCBase method)
(pytuq.minf.mcmc.AMCMC method)
(pytuq.minf.mcmc.HMC method)
(pytuq.minf.mcmc.MALA method)
SamSobol (class in pytuq.gsa.gsa)
savepk() (in module pytuq.utils.xutils)
saveplot() (in module pytuq.utils.plotting)
scale (pytuq.func.oper.LinTransformFcn attribute)
(pytuq.utils.maps.LinearScaler attribute)
scale01ToDom() (in module pytuq.utils.maps)
scaleDomTo01() (in module pytuq.utils.maps)
scaleTo01() (in module pytuq.utils.maps)
sdim (pytuq.rv.pcrv.PCRV attribute)
(pytuq.surrogates.pce.PCE attribute)
,
[1]
sens (pytuq.gsa.gsa.Linreg attribute)
(pytuq.gsa.gsa.Moat attribute)
(pytuq.gsa.gsa.PCSobol attribute)
(pytuq.gsa.gsa.SamSobol attribute)
(pytuq.gsa.gsa.SensMethod attribute)
,
[1]
sens_names (pytuq.gsa.gsa.Linreg attribute)
,
[1]
(pytuq.gsa.gsa.Moat attribute)
,
[1]
(pytuq.gsa.gsa.PCSobol attribute)
,
[1]
(pytuq.gsa.gsa.SamSobol attribute)
,
[1]
(pytuq.gsa.gsa.SensMethod attribute)
,
[1]
SensMethod (class in pytuq.gsa.gsa)
set_colors() (in module pytuq.utils.plotting)
set_kernel() (pytuq.fit.gp.gp method)
set_prior() (pytuq.fit.gp.gp method)
set_training_data() (pytuq.surrogates.nn.NN method)
(pytuq.surrogates.pce.PCE method)
set_validation_data() (pytuq.surrogates.nn.NN method)
setBasisEvaluator() (pytuq.fit.gp.gp method)
(pytuq.lreg.lreg.lreg method)
setCall() (pytuq.func.func.Function method)
setCfs() (pytuq.rv.pcrv.PCRV method)
setChain() (pytuq.minf.infer.Infer method)
setData() (pytuq.minf.infer.Infer method)
setDataVar() (pytuq.minf.infer.Infer method)
setDim() (pytuq.linred.klsurr.KLSurr method)
setDimDom() (pytuq.func.func.Function method)
setFunction() (pytuq.linred.klsurr.KLSurr method)
(pytuq.rv.pcrv.PCRV method)
setLikelihood() (pytuq.minf.infer.Infer method)
setLogPost() (pytuq.minf.calib.MCMCBase method)
setMi() (pytuq.rv.pcrv.PCRV method)
setMiCfs() (pytuq.rv.pcrv.PCRV method)
setModel() (pytuq.minf.infer.Infer method)
setModelRVinput() (pytuq.minf.infer.Infer method)
setModelRVoutput() (pytuq.minf.infer.Infer method)
setPrior() (pytuq.minf.infer.Infer method)
setRandomCfs() (pytuq.rv.pcrv.PCRV method)
shift (pytuq.func.genz.GenzOscillatory attribute)
(pytuq.func.genz.GenzSum attribute)
(pytuq.func.oper.LinTransformFcn attribute)
(pytuq.func.oper.ShiftFcn attribute)
(pytuq.utils.maps.LinearScaler attribute)
ShiftFcn (class in pytuq.func.oper)
shifts (pytuq.func.genz.GenzBase attribute)
show_start_end() (in module pytuq.utils.decors)
sigma (pytuq.rv.mrv.Lognormal_1d attribute)
,
[1]
sigma2 (pytuq.fit.gp.gp attribute)
,
[1]
sigmas (pytuq.rv.rosen.Rosenblatt attribute)
sin4() (in module pytuq.utils.funcbank)
sinsum() (in module pytuq.utils.funcbank)
size_checks() (pytuq.rv.mrv.GMM method)
SliceFcn (class in pytuq.func.oper)
slicePC() (pytuq.rv.pcrv.PCRV method)
smodel (pytuq.linred.klsurr.KLSurr attribute)
,
[1]
Sobol (class in pytuq.func.benchmark)
standardize() (in module pytuq.utils.maps)
Standardizer (class in pytuq.utils.maps)
strarr() (in module pytuq.utils.xutils)
SubFcn (class in pytuq.func.func)
SumSquares (class in pytuq.func.benchmark)
SVD (class in pytuq.linred.svd)
T
t0 (pytuq.minf.mcmc.AMCMC attribute)
,
[1]
t_ (pytuq.func.benchmark.Branin attribute)
tadapt (pytuq.minf.mcmc.AMCMC attribute)
,
[1]
timer() (in module pytuq.utils.decors)
type (pytuq.surrogates.nn.NN attribute)
U
update_options() (pytuq.surrogates.nn.NN method)
uprop_proj() (in module pytuq.workflows.uprop)
uprop_regr() (in module pytuq.workflows.uprop)
uqnet (pytuq.surrogates.nn.NN attribute)
,
[1]
used (pytuq.lreg.anl.anl attribute)
(pytuq.lreg.bcs.bcs attribute)
,
[1]
(pytuq.lreg.lreg.lreg attribute)
,
[1]
(pytuq.lreg.lreg.lsq attribute)
V
var (pytuq.minf.priors.Prior_normal attribute)
,
[1]
verbose (pytuq.minf.infer.Infer attribute)
,
[1]
volume_indomain() (pytuq.rv.mrv.MRV method)
Vstinv (pytuq.fit.gp.gp attribute)
W
Weibull_1d (class in pytuq.rv.mrv)
weight (pytuq.utils.maps.Affine attribute)
weights (pytuq.func.genz.GenzBase attribute)
,
[1]
(pytuq.func.toy.Exp attribute)
(pytuq.func.toy.Log attribute)
(pytuq.rv.mrv.GMM attribute)
(pytuq.rv.mrv.Mixture attribute)
weights2 (pytuq.linred.kle.KLE attribute)
,
[1]
X
x0 (pytuq.func.chem.MullerBrown attribute)
x_ (pytuq.fit.gp.gp attribute)
xi (pytuq.linred.kle.KLE attribute)
(pytuq.linred.linred.LinRed attribute)
,
[1]
(pytuq.linred.svd.SVD attribute)
xisurr (pytuq.linred.klsurr.KLSurr attribute)
,
[1]
xitrain_kl (pytuq.linred.klsurr.KLSurr attribute)
xm (pytuq.rv.mrv.Pareto_1d attribute)
XMap (class in pytuq.utils.maps)
xsam (pytuq.gsa.gsa.Linreg attribute)
(pytuq.gsa.gsa.PCSobol attribute)
(pytuq.rv.rosen.Rosenblatt attribute)
,
[1]
Y
y0 (pytuq.func.chem.MullerBrown attribute)
y_ (pytuq.fit.gp.gp attribute)
ydata (pytuq.minf.infer.Infer attribute)
ydata_var (pytuq.minf.infer.Infer attribute)
ytrain_kl (pytuq.linred.klsurr.KLSurr attribute)
ytrain_klsurr (pytuq.linred.klsurr.KLSurr attribute)