Index

A

add_distribution() (lsqfitgp.copula.DistrBase method) addcov() (lsqfitgp.GP method) addlintransf() (lsqfitgp.GP method) addtransf() (lsqfitgp.GP method)

addx() (lsqfitgp.GP method) algop() (lsqfitgp.CrossKernel method) AR (class in lsqfitgp) asarray() (in module lsqfitgp)

B

BagOfWords (class in lsqfitgp) BART (class in lsqfitgp) bart (class in lsqfitgp.bayestree) batch() (lsqfitgp.CrossKernel method) bcf (class in lsqfitgp.bayestree)

Bessel (class in lsqfitgp) beta (class in lsqfitgp.copula) broadcast() (in module lsqfitgp) broadcast_arrays() (in module lsqfitgp) broadcast_to() (in module lsqfitgp) BrownianBridge (class in lsqfitgp)

C

Categorical (class in lsqfitgp) Cauchy (class in lsqfitgp) CausalExpQuad (class in lsqfitgp) Celerite (class in lsqfitgp) Circular (class in lsqfitgp) Color (class in lsqfitgp) Constant (class in lsqfitgp) Copula (class in lsqfitgp.copula)

correlation() (lsqfitgp.BART class method) Cos (class in lsqfitgp) CrossIsotropicKernel (class in lsqfitgp) crossisotropickernel() (in module lsqfitgp) CrossKernel (class in lsqfitgp) crosskernel() (in module lsqfitgp) CrossKernel.Transf (class in lsqfitgp) CrossStationaryKernel (class in lsqfitgp) crossstationarykernel() (in module lsqfitgp)

D

data() (lsqfitgp.bayestree.bart method) (lsqfitgp.bayestree.bcf method) Decaying (class in lsqfitgp) decompose() (lsqfitgp.GP class method) defderiv() (lsqfitgp.GP method) deflinop() (lsqfitgp.GP method) deflintransf() (lsqfitgp.GP method) defproc() (lsqfitgp.GP method)

defrescale() (lsqfitgp.GP method) deftransf() (lsqfitgp.GP method) defxtransf() (lsqfitgp.GP method) Deriv (class in lsqfitgp) dirichlet (class in lsqfitgp.copula) Distr (class in lsqfitgp.copula) DistrBase (class in lsqfitgp.copula) distribution() (in module lsqfitgp.copula) doc (lsqfitgp.CrossKernel.Transf attribute)

E

empbayes_fit (class in lsqfitgp) Expon (class in lsqfitgp)

ExpQuad (class in lsqfitgp) extend_gamma() (lsqfitgp.AR class method)

F

FracBrownian (class in lsqfitgp) from_dataframe() (lsqfitgp.StructuredArray class method)

from_dict() (lsqfitgp.StructuredArray class method) from_jacobian() (in module lsqfitgp) func (lsqfitgp.CrossKernel.Transf attribute)

G

gamma (class in lsqfitgp.copula) gamma_from_phi() (lsqfitgp.AR class method) GammaExp (class in lsqfitgp) Gibbs (class in lsqfitgp) GP (class in lsqfitgp)

gp() (lsqfitgp.bayestree.bart method) (lsqfitgp.bayestree.bcf method) GP.DefaultProcess (class in lsqfitgp) gvar_gufunc() (in module lsqfitgp) gvars() (lsqfitgp.copula.DistrBase method)

H

halfcauchy (class in lsqfitgp.copula) halfnorm (class in lsqfitgp.copula)

Harmonic (class in lsqfitgp) has_transf() (lsqfitgp.CrossKernel class method) HoleEffect (class in lsqfitgp)

I

indices_from_coord() (lsqfitgp.BART class method) inherit_all_algops() (lsqfitgp.CrossKernel class method) inherit_transf() (lsqfitgp.CrossKernel class method)

invfcn() (lsqfitgp.copula.Distr class method) invgamma (class in lsqfitgp.copula) IsotropicKernel (class in lsqfitgp) isotropickernel() (in module lsqfitgp)

J

jacobian() (in module lsqfitgp)

K

Kernel (class in lsqfitgp)

kernel() (in module lsqfitgp) kind (lsqfitgp.CrossKernel.Transf attribute)

L

Linear (class in lsqfitgp) linop() (lsqfitgp.CrossKernel method) list_transf() (lsqfitgp.CrossKernel class method) Log (class in lsqfitgp) loggamma (class in lsqfitgp.copula) lognorm (class in lsqfitgp.copula)

lsqfitgp module lsqfitgp.bayestree module lsqfitgp.copula module

M

MA (class in lsqfitgp) make_linop_family() (lsqfitgp.CrossKernel class method) makedict() (in module lsqfitgp.copula) marginal_likelihood() (lsqfitgp.GP method) Matern (class in lsqfitgp)

Maternp (class in lsqfitgp) module lsqfitgp lsqfitgp.bayestree lsqfitgp.copula

N

NNKernel (class in lsqfitgp)

O

OrnsteinUhlenbeck (class in lsqfitgp)

P

partial_invfcn() (lsqfitgp.copula.DistrBase method) Periodic (class in lsqfitgp) phi_from_gamma() (lsqfitgp.AR class method) phi_from_roots() (lsqfitgp.AR class method) Pink (class in lsqfitgp)

pred() (lsqfitgp.bayestree.bart method) (lsqfitgp.bayestree.bcf method) (lsqfitgp.GP method) predfromdata() (lsqfitgp.GP method) predfromfit() (lsqfitgp.GP method) prior() (lsqfitgp.GP method)

R

raniter() (in module lsqfitgp) register_algop() (lsqfitgp.CrossKernel class method) register_corelinop() (lsqfitgp.CrossKernel class method) register_linop() (lsqfitgp.CrossKernel class method)

register_transf() (lsqfitgp.CrossKernel class method) register_ufuncalgop() (lsqfitgp.CrossKernel class method) register_xtransf() (lsqfitgp.CrossKernel class method) Rescaling (class in lsqfitgp)

S

sample() (in module lsqfitgp) Sinc (class in lsqfitgp) splits_from_coord() (lsqfitgp.BART class method) StationaryFracBrownian (class in lsqfitgp)

StationaryKernel (class in lsqfitgp) stationarykernel() (in module lsqfitgp) StructuredArray (class in lsqfitgp) super_transf() (lsqfitgp.CrossKernel class method) switchgvar() (in module lsqfitgp)

T

Taylor (class in lsqfitgp) tcls (lsqfitgp.CrossKernel.Transf attribute)

transf() (lsqfitgp.CrossKernel method) transf_help() (lsqfitgp.CrossKernel class method)

U

uniform (class in lsqfitgp.copula)

unstructured_to_structured() (in module lsqfitgp)

W

Wendland (class in lsqfitgp) White (class in lsqfitgp)

Wiener (class in lsqfitgp) WienerIntegral (class in lsqfitgp)

Z

Zeta (class in lsqfitgp)