Index

C

copy() (gp.gp.GP method) (gp.kernels.base.Kernel method) (gp.kernels.gaussian.GaussianKernel method) (gp.kernels.periodic.PeriodicKernel method)

cov() (gp.gp.GP method)

D

d2K_dhdh() (gp.kernels.gaussian.GaussianKernel method) (gp.kernels.periodic.PeriodicKernel method) d2K_dhdp() (gp.kernels.periodic.PeriodicKernel method) d2K_dhdw() (gp.kernels.gaussian.GaussianKernel method) (gp.kernels.periodic.PeriodicKernel method) d2K_dpdh() (gp.kernels.periodic.PeriodicKernel method) d2K_dpdp() (gp.kernels.periodic.PeriodicKernel method) d2K_dpdw() (gp.kernels.periodic.PeriodicKernel method) d2K_dwdh() (gp.kernels.gaussian.GaussianKernel method) (gp.kernels.periodic.PeriodicKernel method) d2K_dwdp() (gp.kernels.periodic.PeriodicKernel method)

d2K_dwdw() (gp.kernels.gaussian.GaussianKernel method) (gp.kernels.periodic.PeriodicKernel method) d2lh_dtheta2 (gp.gp.GP attribute) dK_dh() (gp.kernels.gaussian.GaussianKernel method) (gp.kernels.periodic.PeriodicKernel method) dK_dp() (gp.kernels.periodic.PeriodicKernel method) dK_dw() (gp.kernels.gaussian.GaussianKernel method) (gp.kernels.periodic.PeriodicKernel method) dlh_dtheta (gp.gp.GP attribute) dloglh_dtheta (gp.gp.GP attribute) dm_dtheta() (gp.gp.GP method)

G

GaussianKernel (class in gp.kernels.gaussian) get_param() (gp.gp.GP method)

GP (class in gp.gp) gp.kernels (module)

H

h (gp.kernels.gaussian.GaussianKernel attribute) (gp.kernels.periodic.PeriodicKernel attribute)

hessian() (gp.kernels.base.Kernel method) (gp.kernels.gaussian.GaussianKernel method) (gp.kernels.periodic.PeriodicKernel method)

I

inv_Kxx (gp.gp.GP attribute)

inv_Kxx_y (gp.gp.GP attribute)

J

jacobian() (gp.kernels.base.Kernel method) (gp.kernels.gaussian.GaussianKernel method) (gp.kernels.periodic.PeriodicKernel method)

K

K (gp.gp.GP attribute) K() (gp.kernels.base.Kernel method) (gp.kernels.gaussian.GaussianKernel method) (gp.kernels.periodic.PeriodicKernel method) Kernel (class in gp.kernels.base) Kxox() (gp.gp.GP method) Kxoxo() (gp.gp.GP method)

Kxx (gp.gp.GP attribute) Kxx_H (gp.gp.GP attribute) Kxx_J (gp.gp.GP attribute) Kxxo() (gp.gp.GP method)

L

lh (gp.gp.GP attribute) log_lh (gp.gp.GP attribute)

Lxx (gp.gp.GP attribute)

M

mean() (gp.gp.GP method)

P

p (gp.kernels.periodic.PeriodicKernel attribute) params (gp.gp.GP attribute) (gp.kernels.base.Kernel attribute) (gp.kernels.gaussian.GaussianKernel attribute) (gp.kernels.periodic.PeriodicKernel attribute)

PeriodicKernel (class in gp.kernels.periodic) plot() (gp.gp.GP method)

S

s (gp.gp.GP attribute) set_param() (gp.gp.GP method) (gp.kernels.gaussian.GaussianKernel method) (gp.kernels.periodic.PeriodicKernel method)

sym_K (gp.kernels.gaussian.GaussianKernel attribute) (gp.kernels.periodic.PeriodicKernel attribute) sym_K() (gp.kernels.base.Kernel method)

W

w (gp.kernels.gaussian.GaussianKernel attribute) (gp.kernels.periodic.PeriodicKernel attribute)

X

x (gp.gp.GP attribute)

Y

y (gp.gp.GP attribute)