Index

C

checkgrad() (in module pygp.optimize.optimize_base)

E

epComputeParams() (pygp.gp.gprEP.GPEP method)

G

get_covariances() (pygp.gp.gp_base.GP method) get_dimension_indices() (pygp.covar.combinators.SumCF method) get_hyperparameter_names() (pygp.covar.combinators.ProductCF method) (pygp.covar.combinators.ShiftCF method) (pygp.covar.combinators.SumCF method) (pygp.covar.se.SqexpCFARD method) get_number_of_parameters() (pygp.covar.se.SqexpCFARD method) getCovariances() (pygp.gp.gprEP.GPEP method) getData() (pygp.gp.gp_base.GP method)

GP (class in pygp.gp.gp_base) gp (module) GPEP (class in pygp.gp.gprEP) GPLVM (class in pygp.gp.gplvm) GroupGP (class in pygp.gp.composite)

K

K() (pygp.covar.combinators.ProductCF method) (pygp.covar.combinators.ShiftCF method) (pygp.covar.combinators.SumCF method) (pygp.covar.noise.NoiseCFISO method) (pygp.covar.se.SqexpCFARD method) Kdiag() (pygp.covar.se.SqexpCFARD method)

Kgrad_theta() (pygp.covar.combinators.ProductCF method) (pygp.covar.combinators.ShiftCF method) (pygp.covar.combinators.SumCF method) (pygp.covar.noise.NoiseCFISO method) (pygp.covar.se.SqexpCFARD method) Kgrad_x() (pygp.covar.se.SqexpCFARD method)

L

LML() (pygp.gp.composite.GroupGP method) (pygp.gp.gp_base.GP method) (pygp.gp.gplvm.GPLVM method) LMLgrad() (pygp.gp.composite.GroupGP method) (pygp.gp.gp_base.GP method) (pygp.gp.gplvm.GPLVM method) lnFobgp() (in module pygp.priors.lnpriors) lnGamma() (in module pygp.priors.lnpriors)

lnGammaExp() (in module pygp.priors.lnpriors) lnGauss() (in module pygp.priors.lnpriors) lnL1() (in module pygp.priors.lnpriors) lnuniformpdf() (in module pygp.priors.lnpriors)

N

NoiseCFISO (class in pygp.covar.noise)

O

opt_hyper() (in module pygp.optimize.optimize_base)

P

param_dict_to_list() (in module pygp.optimize.optimize_base) param_list_to_dict() (in module pygp.optimize.optimize_base) PCA() (in module pygp.gp.gplvm) plot() (pygp.gp.gp_base.GP method) plot_sausage() (in module pygp.plot.gpr_plot) plot_training_data() (in module pygp.plot.gpr_plot) predict() (pygp.gp.composite.GroupGP method) (pygp.gp.gp_base.GP method) ProductCF (class in pygp.covar.combinators) pygp.covar (module) pygp.covar.combinators (module) pygp.covar.fixed (module) pygp.covar.linear (module) pygp.covar.noise (module)

pygp.covar.se (module) pygp.gp (module) pygp.gp.composite (module) pygp.gp.gp_base (module) pygp.gp.gpcEP (module) pygp.gp.gplvm (module) pygp.gp.gprEP (module) pygp.optimize (module) pygp.optimize.optimize_base (module) pygp.plot (module) pygp.plot.gpr_plot (module) pygp.priors (module) pygp.priors.lnpriors (module)

S

setData() (pygp.gp.composite.GroupGP method) (pygp.gp.gp_base.GP method) ShiftCF (class in pygp.covar.combinators)

SqexpCFARD (class in pygp.covar.se) SumCF (class in pygp.covar.combinators)

U

updateEP() (pygp.gp.gprEP.GPEP method)