Index

_

_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.rv.pcrv.PC1d attribute) abcalpha (pytuq.minf.likelihoods.Likelihood_abc attribute) abceps (pytuq.minf.likelihoods.Likelihood_abc attribute) Ackley (class in pytuq.func.benchNd) Adam (class in pytuq.optim.gd) AddFcn (class in pytuq.func.func) Adjiman (class in pytuq.func.bench2d)

Affine (class in pytuq.utils.maps) AinvH (pytuq.fit.gp.gp attribute) alpha (pytuq.rv.mrv.Pareto_1d attribute) Alpine01 (class in pytuq.func.benchNd) Alpine02 (class in pytuq.func.benchNd) AMCMC (class in pytuq.minf.mcmc) AMGM (class in pytuq.func.benchNd) anl (class in pytuq.lreg.anl)

B

b (pytuq.rv.pcrv.PC1d attribute) BartelsConn (class in pytuq.func.bench2d) bases1d (pytuq.func.poly.PolyBase attribute) bases1d_deriv (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) (pytuq.lreg.lreg.lreg attribute) bcs (class in pytuq.lreg.bcs) bcs_fit() (in module pytuq.lreg.bcs) Bird (class in pytuq.func.bench2d) bld_psi() (pytuq.ftools.orf.MGS method) bld_tht() (pytuq.ftools.orf.MGS method) (pytuq.ftools.orf.QR method) Bohachevsky (class in pytuq.func.benchNd)

Branin (class in pytuq.func.bench2d) Branin01 (class in pytuq.func.bench2d) Branin02 (class in pytuq.func.bench2d) Brent (class in pytuq.func.bench2d) 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) (pytuq.linred.linred.LinRed attribute) (pytuq.linred.svd.SVD attribute) Bukin02 (class in pytuq.func.bench2d) Bukin04 (class in pytuq.func.bench2d) Bukin6 (class in pytuq.func.bench2d)

C

c_hat (pytuq.fit.gp.gp attribute) call1d() (pytuq.func.func.Function method) CarromTable (class in pytuq.func.bench2d) 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.Normal_1d method) (pytuq.rv.mrv.Pareto_1d method) (pytuq.rv.mrv.Weibull_1d method) cf (pytuq.func.oper.PickDim attribute) (pytuq.lreg.anl.anl attribute) (pytuq.lreg.lreg.lreg attribute) (pytuq.lreg.lreg.lsq attribute) (pytuq.lreg.merr.lreg_merr attribute) cf_cov (pytuq.lreg.anl.anl attribute) (pytuq.lreg.lreg.lreg attribute) (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) ChengSandu (class in pytuq.func.bench2d) Chichinadze (class in pytuq.func.bench2d) chind (pytuq.minf.infer.Infer attribute) Cigar (class in pytuq.func.benchNd) coefs (pytuq.rv.pcrv.PCRV attribute)

Colville (class in pytuq.func.bench) 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_pred() (pytuq.minf.vi.MFVI 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() (in module pytuq.utils.funcbank) Constant (class in pytuq.func.toy) cosine() (in module pytuq.utils.funcbank) CosineMixture (class in pytuq.func.benchNd) CosineSum (class in pytuq.func.bench1d) CosineSum2 (class in pytuq.func.bench1d) cov (pytuq.rv.pcrv.PCRV_mvn attribute) cov_ini (pytuq.minf.mcmc.AMCMC attribute) cov_nugget (pytuq.lreg.anl.anl attribute) covs (pytuq.rv.mrv.GMM attribute) CrossInTray (class in pytuq.func.bench2d) crps_gauss() (in module pytuq.utils.metrics) crps_samples() (in module pytuq.utils.metrics)

D

Damavandi (class in pytuq.func.bench2d) DampedCosine (class in pytuq.func.bench1d) datavar (pytuq.lreg.anl.anl attribute) (pytuq.lreg.lreg.lreg attribute) (pytuq.minf.infer.Infer attribute) datavar_init (pytuq.lreg.bcs.bcs attribute) DeckkersAarts (class in pytuq.func.bench2d) delta (pytuq.gsa.gsa.Moat attribute) detind (pytuq.rv.pcrv.PCRV attribute) diam() (in module pytuq.utils.stats) dim (pytuq.func.func.Function attribute) (pytuq.func.oper.PickDim attribute) (pytuq.gsa.gsa.SensMethod attribute) distance() (in module pytuq.lreg.opt) distance_grad() (in module pytuq.lreg.opt) DivFcn (class in pytuq.func.func)

dmax (pytuq.func.func.Function attribute) Dolan (class in pytuq.func.bench) dom (pytuq.gsa.gsa.SensMethod attribute) domain (pytuq.func.func.Function 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.minf.priors.Prior_uniform attribute) (pytuq.rv.pcrv.PC1d attribute) Domainizer (class in pytuq.utils.maps) DropWave (class in pytuq.func.bench2d) dvinfo (pytuq.lreg.merr.lreg_merr attribute) dvparams (pytuq.minf.infer.Infer attribute) dvtype (pytuq.minf.infer.Infer attribute)

E

EggCrate (class in pytuq.func.bench2d) EggHolder (class in pytuq.func.bench2d) eigval (pytuq.linred.kle.KLE attribute) (pytuq.linred.linred.LinRed attribute) (pytuq.linred.svd.SVD attribute) eigval_clip() (pytuq.linred.linred.LinRed method) ElAttarVidyasagarDutta (class in pytuq.func.bench2d) embedding (pytuq.lreg.merr.lreg_merr attribute) encode_mindex() (in module pytuq.utils.mindex) eta (pytuq.lreg.bcs.bcs attribute) eval (pytuq.func.func.Function attribute) eval() (pytuq.ftools.orf.GLMAP method) (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_loss_abc() (pytuq.minf.vi.MFVI method) eval_loss_elbo() (pytuq.minf.vi.MFVI method) eval_loss_elbo_grad_() (pytuq.minf.vi.MFVI method) eval_loss_gmarg() (pytuq.minf.vi.MFVI 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)

F

F() (pytuq.ftools.orf.HMAT method) f2d() (in module pytuq.utils.funcbank) factor (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) fill() (pytuq.ftools.orf.HMAT method) fill_row() (pytuq.ftools.orf.MGSV method) 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) (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) Fmap (pytuq.ftools.orf.HMAT attribute) Forrester (class in pytuq.func.bench1d) forw() (pytuq.utils.maps.XMap method) Franke (class in pytuq.func.bench2d) FreudensteinRoth (class in pytuq.func.bench2d) Friedman (class in pytuq.func.bench) Fth() (pytuq.ftools.orf.HMAT method) Fthmap (pytuq.ftools.orf.HMAT attribute) Fthval (pytuq.ftools.orf.HMAT attribute) Function (class in pytuq.func.func) function (pytuq.linred.klsurr.KLSurr attribute) (pytuq.rv.pcrv.PCRV attribute) Fval (pytuq.ftools.orf.HMAT attribute)

G

gamma (pytuq.minf.mcmc.AMCMC attribute) GD (class in pytuq.optim.gd) GenzBase (class in pytuq.func.genz) GenzCornerPeak (class in pytuq.func.genz) GenzOscillatory (class in pytuq.func.genz) GenzQuadOscillatory (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_pc_terms() (pytuq.surrogates.pce.PCE method) get_pdf() (in module pytuq.utils.xutils) get_pdf_uqtk() (in module pytuq.utils.uqtk_utils) get_posteriors() (pytuq.minf.vi.MFVI method) 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) GLMAP (class in pytuq.ftools.orf) GMM (class in pytuq.rv.mrv) GoldsteinPrice (class in pytuq.func.bench2d) gp (class in pytuq.fit.gp) grad() (pytuq.func.bench.Colville method) (pytuq.func.bench.Dolan method) (pytuq.func.bench.Friedman method) (pytuq.func.bench.GramacyLee method) (pytuq.func.bench.Ishigami method) (pytuq.func.bench.MieleCantrell method) (pytuq.func.bench.Powell method) (pytuq.func.bench.Wolfe method) (pytuq.func.bench1d.CosineSum method) (pytuq.func.bench1d.CosineSum2 method) (pytuq.func.bench1d.DampedCosine method) (pytuq.func.bench1d.Forrester method) (pytuq.func.bench1d.GramacyLee2 method) (pytuq.func.bench1d.Higdon method) (pytuq.func.bench1d.Holsclaw method) (pytuq.func.bench1d.LinxSin method) (pytuq.func.bench1d.QuadxExp method) (pytuq.func.bench1d.SineLogSum method) (pytuq.func.bench1d.SineSum method) (pytuq.func.bench1d.SineSum2 method) (pytuq.func.bench1d.Sinex method) (pytuq.func.bench1d.SinexExp method) (pytuq.func.bench1d.Sinusoidal method) (pytuq.func.bench1d.TFData method) (pytuq.func.bench2d.Adjiman method) (pytuq.func.bench2d.BartelsConn method) (pytuq.func.bench2d.Bird method) (pytuq.func.bench2d.Branin method) (pytuq.func.bench2d.Branin01 method) (pytuq.func.bench2d.Branin02 method) (pytuq.func.bench2d.Brent method) (pytuq.func.bench2d.Bukin02 method) (pytuq.func.bench2d.Bukin04 method) (pytuq.func.bench2d.Bukin6 method) (pytuq.func.bench2d.CarromTable method) (pytuq.func.bench2d.ChengSandu method) (pytuq.func.bench2d.Chichinadze method) (pytuq.func.bench2d.CrossInTray method) (pytuq.func.bench2d.Damavandi method) (pytuq.func.bench2d.DeckkersAarts method) (pytuq.func.bench2d.DropWave method) (pytuq.func.bench2d.EggCrate method) (pytuq.func.bench2d.EggHolder method) (pytuq.func.bench2d.ElAttarVidyasagarDutta method) (pytuq.func.bench2d.Franke method) (pytuq.func.bench2d.FreudensteinRoth method) (pytuq.func.bench2d.GoldsteinPrice method) (pytuq.func.bench2d.HimmelBlau method) (pytuq.func.bench2d.Hosaki method) (pytuq.func.bench2d.Keane method) (pytuq.func.bench2d.Leon method) (pytuq.func.bench2d.Levy13 method) (pytuq.func.bench2d.Lim method) (pytuq.func.bench2d.Matyas method) (pytuq.func.bench2d.McCormick method) (pytuq.func.bench2d.Mishra03 method) (pytuq.func.bench2d.Mishra04 method) (pytuq.func.bench2d.Mishra05 method) (pytuq.func.bench2d.Mishra06 method) (pytuq.func.bench2d.NewFunction03 method) (pytuq.func.bench2d.Parsopoulos method) (pytuq.func.bench2d.Price01 method) (pytuq.func.bench2d.Price02 method) (pytuq.func.bench2d.Price03 method) (pytuq.func.bench2d.Price04 method) (pytuq.func.bench2d.Quadratic method) (pytuq.func.bench2d.Quadratic2d method) (pytuq.func.bench2d.RosenbrockModified method) (pytuq.func.bench2d.RotatedEllipse01 method) (pytuq.func.bench2d.RotatedEllipse02 method) (pytuq.func.bench2d.Schaffer01 method) (pytuq.func.bench2d.Schaffer02 method) (pytuq.func.bench2d.Schaffer04 method) (pytuq.func.bench2d.Schwefel36 method) (pytuq.func.bench2d.SixHumpCamel method) (pytuq.func.bench2d.ThreeHumpCamel method) (pytuq.func.bench2d.Treccani method) (pytuq.func.bench2d.Trefethen method) (pytuq.func.bench2d.Ursem01 method) (pytuq.func.bench2d.Ursem03 method) (pytuq.func.bench2d.Ursem04 method) (pytuq.func.bench2d.UrsemWaves method) (pytuq.func.bench2d.VenterSobiezcczanskiSobieski method) (pytuq.func.bench2d.WayburnSeader01 method) (pytuq.func.bench2d.WayburnSeader02 method) (pytuq.func.bench2d.Zettl method) (pytuq.func.bench2d.Zirilli method) (pytuq.func.benchNd.Ackley method) (pytuq.func.benchNd.Alpine01 method) (pytuq.func.benchNd.Alpine02 method) (pytuq.func.benchNd.AMGM method) (pytuq.func.benchNd.Bohachevsky method) (pytuq.func.benchNd.Cigar method) (pytuq.func.benchNd.CosineMixture method) (pytuq.func.benchNd.Griewank method) (pytuq.func.benchNd.Mishra07 method) (pytuq.func.benchNd.MVN method) (pytuq.func.benchNd.NegAlpineN2 method) (pytuq.func.benchNd.Sobol method) (pytuq.func.benchNd.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.GenzQuadOscillatory 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) GramacyLee (class in pytuq.func.bench) GramacyLee2 (class in pytuq.func.bench1d) Griewank (class in pytuq.func.benchNd)

H

H (pytuq.ftools.orf.MGSV attribute) hess() (pytuq.func.func.Function method) hess_() (pytuq.func.func.Function method) Heval() (pytuq.ftools.orf.HMAT method) Higdon (class in pytuq.func.bench1d)

HimmelBlau (class in pytuq.func.bench2d) HMAT (class in pytuq.ftools.orf) HMC (class in pytuq.minf.mcmc) Holsclaw (class in pytuq.func.bench1d) Hosaki (class in pytuq.func.bench2d)

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) indmap (pytuq.gsa.gsa.Moat attribute) inDomain() (pytuq.func.func.Function method) Infer (class in pytuq.minf.infer) infer (pytuq.minf.likelihoods.Likelihood attribute) (pytuq.minf.priors.Prior attribute) inpcrv (pytuq.minf.infer.Infer attribute) inpdf_type (pytuq.minf.infer.Infer attribute) instantiate_classes_from_module() (in module pytuq.utils.xutils) instantiate_network() (pytuq.surrogates.nn.NN method) integrate() (pytuq.ftools.integr.Integrator method) (pytuq.ftools.integr.IntegratorGMM method) (pytuq.ftools.integr.IntegratorGMMT method) (pytuq.ftools.integr.IntegratorMC method) (pytuq.ftools.integr.IntegratorMCMC method) (pytuq.ftools.integr.IntegratorScipy method) (pytuq.ftools.integr.IntegratorWMC method)

integrate_multiple() (pytuq.ftools.integr.Integrator method) Integrator (class in pytuq.ftools.integr) IntegratorGMM (class in pytuq.ftools.integr) IntegratorGMMT (class in pytuq.ftools.integr) IntegratorMC (class in pytuq.ftools.integr) IntegratorMCMC (class in pytuq.ftools.integr) IntegratorScipy (class in pytuq.ftools.integr) IntegratorWMC (class in pytuq.ftools.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) iprod() (pytuq.ftools.orf.MGS method) (pytuq.ftools.orf.QR method) Ishigami (class in pytuq.func.bench)

K

k (pytuq.rv.mrv.Weibull_1d attribute) Keane (class in pytuq.func.bench2d) kernel (pytuq.fit.gp.gp attribute) kernel_params (pytuq.fit.gp.gp attribute) kernel_params_range (pytuq.fit.gp.gp attribute) kernel_rbf() (in module pytuq.fit.gp) kernel_sin() (in module pytuq.fit.gp)

kf_ (pytuq.fit.gp.gp attribute) kfold_cv() (pytuq.surrogates.pce.PCE method) kfold_split() (pytuq.surrogates.pce.PCE method) 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.ftools.orf.GLMAP attribute) L_ (pytuq.fit.gp.gp attribute) lam (pytuq.ftools.orf.MGS attribute) (pytuq.rv.mrv.Weibull_1d attribute) Leg (class in pytuq.func.poly) LennardJones (class in pytuq.func.chem) Leon (class in pytuq.func.bench2d) level (pytuq.ftools.orf.HMAT attribute) Levy13 (class in pytuq.func.bench2d) lighten_color() (in module pytuq.utils.plotting) 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) Lim (class in pytuq.func.bench2d) LinearScaler (class in pytuq.utils.maps) LinRed (class in pytuq.linred.linred) Linreg (class in pytuq.gsa.gsa)

LinTransformFcn (class in pytuq.func.oper) LinxSin (class in pytuq.func.bench1d) Lmap (pytuq.ftools.orf.MGS attribute) (pytuq.ftools.orf.MMGS attribute) (pytuq.ftools.orf.QR attribute) 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.Normal_1d method) (pytuq.rv.mrv.Pareto_1d method) (pytuq.rv.mrv.Weibull_1d method) logpost (pytuq.rv.mrv.MCMCRV attribute) logpost_emb() (in module pytuq.lreg.merr) lreg (class in pytuq.lreg.lreg) (pytuq.surrogates.pce.PCE attribute) lreg_merr (class in pytuq.lreg.merr) lsq (class in pytuq.lreg.lreg) LVst (pytuq.fit.gp.gp attribute)

M

m (pytuq.ftools.orf.HMAT attribute) (pytuq.ftools.orf.MGS attribute) (pytuq.ftools.orf.MGSV attribute) (pytuq.ftools.orf.MMGS attribute) (pytuq.ftools.orf.QR attribute) mae() (in module pytuq.utils.metrics) MALA (class in pytuq.minf.mcmc) map_flat_to_tri() (in module pytuq.lreg.merr) mat (pytuq.ftools.orf.HMAT attribute) (pytuq.ftools.orf.MGSV attribute) Matyas (class in pytuq.func.bench2d) max_deg (pytuq.func.poly.PolyBase attribute) maxOrd (pytuq.rv.pcrv.PCRV attribute) McCormick (class in pytuq.func.bench2d) MCMCBase (class in pytuq.minf.calib) MCMCRV (class in pytuq.rv.mrv) md_transform (pytuq.minf.infer.Infer attribute) mean (pytuq.linred.kle.KLE attribute) (pytuq.linred.linred.LinRed attribute) (pytuq.linred.svd.SVD attribute) (pytuq.minf.priors.Prior attribute) (pytuq.minf.priors.Prior_normal attribute) (pytuq.rv.pcrv.PCRV_mvn attribute) mean_fixed (pytuq.lreg.merr.lreg_merr attribute) means (pytuq.rv.mrv.GMM attribute) merr_method (pytuq.lreg.merr.lreg_merr attribute) method (pytuq.lreg.anl.anl attribute) MFVI (class in pytuq.minf.vi) MGS (class in pytuq.ftools.orf) mgs (pytuq.ftools.orf.HMAT attribute) (pytuq.ftools.orf.MMGS attribute) MGSV (class in pytuq.ftools.orf) mi_addfront() (in module pytuq.utils.mindex) mi_addfront_cons() (in module pytuq.utils.mindex) micf_join() (in module pytuq.utils.mindex) MieleCantrell (class in pytuq.func.bench) mindex (pytuq.func.poly.PolyBase attribute) (pytuq.surrogates.pce.PCE attribute) mindices (pytuq.rv.pcrv.PCRV attribute) minimize() (pytuq.func.func.Function method) Mishra03 (class in pytuq.func.bench2d) Mishra04 (class in pytuq.func.bench2d) Mishra05 (class in pytuq.func.bench2d) Mishra06 (class in pytuq.func.bench2d) Mishra07 (class in pytuq.func.benchNd) Mixture (class in pytuq.rv.mrv) MMGS (class in pytuq.ftools.orf) 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_params (pytuq.minf.infer.Infer attribute) model_sens() (in module pytuq.gsa.gsa) modelpar (pytuq.func.func.ModelWrapperFcn attribute) ModelWrapperFcn (class in pytuq.func.func) modes (pytuq.linred.kle.KLE attribute) (pytuq.linred.linred.LinRed attribute) (pytuq.linred.svd.SVD attribute) modes_clip() (pytuq.linred.linred.LinRed method) modified (pytuq.ftools.orf.MGS attribute) module pytuq pytuq.fit pytuq.fit.fit pytuq.fit.gp pytuq.ftools pytuq.ftools.integr pytuq.ftools.orf pytuq.func pytuq.func.bench pytuq.func.bench1d pytuq.func.bench2d pytuq.func.benchNd 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.minf.vi pytuq.optim pytuq.optim.gd pytuq.optim.optim pytuq.optim.pso pytuq.optim.sciwrap 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.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) (pytuq.rv.mrv.Normal_1d attribute) MullerBrown (class in pytuq.func.chem) MultFcn (class in pytuq.func.func) multiplicative (pytuq.lreg.merr.lreg_merr attribute) MVN (class in pytuq.func.benchNd) myrc() (in module pytuq.utils.plotting)

N

n_layers (pytuq.surrogates.nn.NN attribute) n_nodes (pytuq.surrogates.nn.NN attribute) name (pytuq.func.func.Function attribute) (pytuq.func.poly.PolyBase attribute) nbas (pytuq.fit.gp.gp attribute) nbases (pytuq.func.poly.PolyBase attribute) ndata (pytuq.minf.infer.Infer attribute) ndim (pytuq.func.func.ModelWrapperFcn attribute) (pytuq.linred.klsurr.KLSurr attribute) neachs (pytuq.minf.infer.Infer attribute) NegAlpineN2 (class in pytuq.func.benchNd) neglogmarglik() (pytuq.fit.gp.gp method) neig (pytuq.linred.klsurr.KLSurr attribute) NewFunction03 (class in pytuq.func.bench2d) nlev (pytuq.gsa.gsa.Moat attribute)

nmcmc (pytuq.rv.mrv.MCMCRV attribute) NN (class in pytuq.surrogates.nn) nn_vi() (pytuq.surrogates.nn.NN method) nnet (pytuq.surrogates.nn.NN attribute) nom (pytuq.func.oper.SliceFcn attribute) norm_rmse() (in module pytuq.utils.metrics) Normal_1d (class in pytuq.rv.mrv) Normalizer (class in pytuq.utils.maps) normsq() (pytuq.rv.pcrv.PC1d method) npt (pytuq.ftools.orf.GLMAP attribute) 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)

O

opt (class in pytuq.lreg.opt) opt_method (pytuq.lreg.merr.lreg_merr attribute) OptBase (class in pytuq.optim.optim) optimize_eta() (pytuq.surrogates.pce.PCE method) options (pytuq.surrogates.nn.NN attribute) order (pytuq.gsa.gsa.PCSobol attribute) (pytuq.surrogates.pce.PCE attribute) ortho() (pytuq.ftools.orf.MGS method) (pytuq.ftools.orf.MMGS method) (pytuq.ftools.orf.QR method) ortho_check() (pytuq.ftools.orf.MGS method) (pytuq.ftools.orf.MMGS method) (pytuq.ftools.orf.QR method)

ortho_check_phi() (pytuq.ftools.orf.MGS method) (pytuq.ftools.orf.MMGS method) (pytuq.ftools.orf.QR method) outdim (pytuq.func.func.Function attribute) (pytuq.func.oper.CartesProdFcn attribute) (pytuq.func.oper.ComposeFcn attribute) (pytuq.func.oper.GradFcn attribute) (pytuq.func.oper.LinTransformFcn attribute) (pytuq.func.oper.PickDim attribute) (pytuq.func.oper.ShiftFcn attribute) (pytuq.func.oper.SliceFcn attribute) (pytuq.func.poly.PolyBase attribute) (pytuq.surrogates.pce.PCE attribute) 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.Pareto_1d attribute) Pareto_1d (class in pytuq.rv.mrv) Parr (pytuq.ftools.orf.MMGS attribute) Parsopoulos (class in pytuq.func.bench2d) PC1d (class in pytuq.rv.pcrv) PC1ds (pytuq.rv.pcrv.PCRV attribute) 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) 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) (pytuq.rv.pcrv.PC1d attribute) (pytuq.surrogates.pce.PCE attribute) 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.Normal_1d 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) phi (pytuq.ftools.orf.MGS attribute) (pytuq.ftools.orf.MMGS attribute) (pytuq.ftools.orf.QR attribute) phi_ (pytuq.ftools.orf.MMGS attribute) phia (pytuq.ftools.orf.MMGS attribute) 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_cov() (in module pytuq.utils.plotting) plot_cov_tri() (in module pytuq.utils.plotting) 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_joy() (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_parpdf() (pytuq.minf.vi.MFVI 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_sensmat() (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) Pmat (pytuq.ftools.orf.MGS attribute) (pytuq.ftools.orf.MMGS attribute) (pytuq.ftools.orf.QR attribute) PolyBase (class in pytuq.func.poly) Powell (class in pytuq.func.bench) 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_samples() (pytuq.lreg.lreg.lreg method) predict_wstd() (pytuq.fit.fit.fitbase method) predicta() (pytuq.lreg.lreg.lreg method) predicta_samples() (pytuq.lreg.lreg.lreg method) Price01 (class in pytuq.func.bench2d) Price02 (class in pytuq.func.bench2d) Price03 (class in pytuq.func.bench2d) Price04 (class in pytuq.func.bench2d) 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) prior_is_set (pytuq.minf.infer.Infer attribute) prior_mean (pytuq.fit.gp.gp attribute) Prior_normal (class in pytuq.minf.priors) Prior_uniform (class in pytuq.minf.priors) prior_var (pytuq.lreg.anl.anl attribute) 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) psi (pytuq.ftools.orf.MGS attribute) PSO (class in pytuq.optim.pso) pytuq module

pytuq.fit module pytuq.fit.fit module pytuq.fit.gp module pytuq.ftools module pytuq.ftools.integr module pytuq.ftools.orf module pytuq.func module pytuq.func.bench module pytuq.func.bench1d module pytuq.func.bench2d module pytuq.func.benchNd 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.minf.vi module pytuq.optim module pytuq.optim.gd module pytuq.optim.optim module pytuq.optim.pso module pytuq.optim.sciwrap 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.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

QR (class in pytuq.ftools.orf) 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.bench2d) Quadratic2d (class in pytuq.func.bench2d) QuadxExp (class in pytuq.func.bench1d)

R

read_options_from_file() (pytuq.surrogates.nn.NN method) read_textlist() (in module pytuq.utils.xutils) regression_method (pytuq.surrogates.pce.PCE attribute) 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) RosenbrockModified (class in pytuq.func.bench2d) RotatedEllipse01 (class in pytuq.func.bench2d) RotatedEllipse02 (class in pytuq.func.bench2d) run() (pytuq.minf.calib.MCMCBase method) (pytuq.optim.optim.OptBase method) (pytuq.optim.pso.PSO method) (pytuq.optim.sciwrap.ScipyWrapper method) rv (pytuq.rv.mrv.Inverse attribute) rv_list (pytuq.rv.mrv.Mixture attribute)

S

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.Normal_1d 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_posterior() (pytuq.minf.vi.MFVI 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) scale01ToDom() (in module pytuq.utils.maps) scaleDomTo01() (in module pytuq.utils.maps) scaleTo01() (in module pytuq.utils.maps) Schaffer01 (class in pytuq.func.bench2d) Schaffer02 (class in pytuq.func.bench2d) Schaffer04 (class in pytuq.func.bench2d) Schwefel36 (class in pytuq.func.bench2d) ScipyWrapper (class in pytuq.optim.sciwrap) sdim (pytuq.rv.pcrv.PCRV attribute) (pytuq.surrogates.pce.PCE attribute) 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) sens_names (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) 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) setObjective() (pytuq.optim.optim.OptBase method) setPrior() (pytuq.minf.infer.Infer method) setRandomCfs() (pytuq.rv.pcrv.PCRV method) SGD (class in pytuq.optim.gd) shift (pytuq.func.oper.LinTransformFcn attribute) (pytuq.func.oper.ShiftFcn attribute) ShiftFcn (class in pytuq.func.oper) show_start_end() (in module pytuq.utils.decors) sigma (pytuq.rv.mrv.Lognormal_1d attribute) (pytuq.rv.mrv.Normal_1d attribute) sigma2 (pytuq.fit.gp.gp attribute) sigma_exp() (pytuq.minf.vi.MFVI method) sigma_idt() (pytuq.minf.vi.MFVI method) sigma_logexp() (pytuq.minf.vi.MFVI method) sigmas (pytuq.rv.rosen.Rosenblatt attribute) sin4() (in module pytuq.utils.funcbank) SineLogSum (class in pytuq.func.bench1d) SineSum (class in pytuq.func.bench1d) SineSum2 (class in pytuq.func.bench1d) Sinex (class in pytuq.func.bench1d) SinexExp (class in pytuq.func.bench1d) sinsum() (in module pytuq.utils.funcbank) Sinusoidal (class in pytuq.func.bench1d) SixHumpCamel (class in pytuq.func.bench2d) size_checks() (pytuq.rv.mrv.GMM method) slice_1d() (pytuq.rv.pcrv.PCRV method) SliceFcn (class in pytuq.func.oper) slicePC() (pytuq.rv.pcrv.PCRV method) Smat (pytuq.ftools.orf.MGSV attribute) smodel (pytuq.linred.klsurr.KLSurr attribute) Sobol (class in pytuq.func.benchNd) standardize() (in module pytuq.utils.maps) Standardizer (class in pytuq.utils.maps) stepper() (pytuq.optim.gd.Adam method) (pytuq.optim.gd.GD method) (pytuq.optim.gd.SGD method) (pytuq.optim.optim.OptBase method) store_history() (pytuq.optim.sciwrap.ScipyWrapper method) strarr() (in module pytuq.utils.xutils) SubFcn (class in pytuq.func.func) SumSquares (class in pytuq.func.benchNd) SVD (class in pytuq.linred.svd)

T

t0 (pytuq.minf.mcmc.AMCMC attribute) tadapt (pytuq.minf.mcmc.AMCMC attribute) TFData (class in pytuq.func.bench1d) ThreeHumpCamel (class in pytuq.func.bench2d) tht (pytuq.ftools.orf.MGS attribute) (pytuq.ftools.orf.QR attribute)

thta (pytuq.ftools.orf.MMGS attribute) timer() (in module pytuq.utils.decors) Treccani (class in pytuq.func.bench2d) Trefethen (class in pytuq.func.bench2d) 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) Ursem01 (class in pytuq.func.bench2d) Ursem03 (class in pytuq.func.bench2d)

Ursem04 (class in pytuq.func.bench2d) UrsemWaves (class in pytuq.func.bench2d) used (pytuq.lreg.anl.anl attribute) (pytuq.lreg.bcs.bcs attribute) (pytuq.lreg.lreg.lreg attribute) (pytuq.lreg.lreg.lsq attribute)

V

V (pytuq.ftools.orf.MGS attribute) var (pytuq.minf.priors.Prior_normal attribute) VenterSobiezcczanskiSobieski (class in pytuq.func.bench2d) verbose (pytuq.ftools.orf.HMAT attribute) (pytuq.ftools.orf.MGSV attribute) (pytuq.minf.infer.Infer attribute)

volume_indomain() (pytuq.rv.mrv.MRV method) Vstinv (pytuq.fit.gp.gp attribute)

W

WayburnSeader01 (class in pytuq.func.bench2d) WayburnSeader02 (class in pytuq.func.bench2d) Weibull_1d (class in pytuq.rv.mrv) weights (pytuq.func.genz.GenzBase attribute) (pytuq.rv.mrv.GMM attribute) (pytuq.rv.mrv.Mixture attribute)

weights2 (pytuq.linred.kle.KLE attribute) Wolfe (class in pytuq.func.bench)

X

x (pytuq.ftools.orf.GLMAP attribute) x_ (pytuq.fit.gp.gp attribute) xi (pytuq.linred.kle.KLE attribute) (pytuq.linred.linred.LinRed attribute) (pytuq.linred.svd.SVD attribute) xisurr (pytuq.linred.klsurr.KLSurr attribute)

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)

Y

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)

Z

Z (pytuq.ftools.orf.MGS attribute)

Zettl (class in pytuq.func.bench2d) Zirilli (class in pytuq.func.bench2d)