Index

_

__call__() (operalib.kernel_maps.DecomposableKernelMap method) (operalib.kernel_maps.DotProductKernelMap method) (operalib.kernel_maps.RBFCurlFreeKernelMap method) (operalib.kernel_maps.RBFDivFreeKernelMap method) (operalib.kernels.DecomposableKernel method) (operalib.kernels.DotProductKernel method) (operalib.kernels.RBFCurlFreeKernel method) (operalib.kernels.RBFDivFreeKernel method) (operalib.risk.ORFFHingeLoss method) (operalib.risk.ORFFLSLoss method) (operalib.risk.ORFFRidgeRisk method) (operalib.risk.ORFFSCSVMLoss method) (operalib.risk.OVKRidgeRisk method) __init__() (operalib.kernel_maps.DecomposableKernelMap method) (operalib.kernel_maps.DotProductKernelMap method) (operalib.kernel_maps.RBFCurlFreeKernelMap method) (operalib.kernel_maps.RBFDivFreeKernelMap method) (operalib.kernels.DecomposableKernel method) (operalib.kernels.DotProductKernel method) (operalib.kernels.RBFCurlFreeKernel method) (operalib.kernels.RBFDivFreeKernel method) (operalib.risk.ORFFHingeLoss method) (operalib.risk.ORFFLSLoss method) (operalib.risk.ORFFRidgeRisk method) (operalib.risk.ORFFSCSVMLoss method) (operalib.risk.OVKRidgeRisk method)

__mul__() (operalib.kernel_maps.DecomposableKernelMap method) (operalib.kernel_maps.DotProductKernelMap method) __weakref__ (operalib.kernels.DecomposableKernel attribute) (operalib.kernels.DotProductKernel attribute) (operalib.kernels.RBFCurlFreeKernel attribute) (operalib.kernels.RBFDivFreeKernel attribute) (operalib.risk.ORFFHingeLoss attribute) (operalib.risk.ORFFLSLoss attribute) (operalib.risk.ORFFRidgeRisk attribute) (operalib.risk.ORFFSCSVMLoss attribute) (operalib.risk.OVKRidgeRisk attribute)

A

array2mesh() (in module operalib.datasets)

autocorrelation() (in module operalib.signal)

C

Constant (class in operalib.learningrate)

D

DecomposableKernel (class in operalib.kernels) DecomposableKernelMap (class in operalib.kernel_maps)

DotProductKernel (class in operalib.kernels) DotProductKernelMap (class in operalib.kernel_maps)

F

first_periodic_kernel() (in module operalib.metrics), [1] fit() (operalib.onorma.ONORMA method) (operalib.quantile.Quantile method) (operalib.ridge.OVKDecomposableRidge method) (operalib.ridge.OVKRidge method)

functional_grad() (operalib.risk.ORFFLSLoss method) (operalib.risk.ORFFRidgeRisk method) (operalib.risk.OVKRidgeRisk method) functional_grad_val() (operalib.risk.ORFFLSLoss method) (operalib.risk.ORFFRidgeRisk method) (operalib.risk.OVKRidgeRisk method)

G

get_kernel_map() (operalib.kernels.DecomposableKernel method) (operalib.kernels.DotProductKernel method) (operalib.kernels.RBFCurlFreeKernel method) (operalib.kernels.RBFDivFreeKernel method) get_orff_map() (operalib.kernels.DecomposableKernel method) (operalib.kernels.RBFCurlFreeKernel method) (operalib.kernels.RBFDivFreeKernel method) get_params() (operalib.onorma.ONORMA method) (operalib.quantile.Quantile method) (operalib.ridge.OVKDecomposableRidge method) (operalib.ridge.OVKRidge method)

get_period() (in module operalib.signal) get_rate() (operalib.learningrate.Constant method) (operalib.learningrate.InvScaling method) Gram_dense() (operalib.kernel_maps.DecomposableKernelMap method) (operalib.kernel_maps.DotProductKernelMap method) (operalib.kernel_maps.RBFCurlFreeKernelMap method) (operalib.kernel_maps.RBFDivFreeKernelMap method)

I

indexes() (in module operalib.signal)

InvScaling (class in operalib.learningrate)

M

mesh2array() (in module operalib.datasets)

O

ONORMA (class in operalib.onorma) operalib.datasets (module) operalib.kernel_maps (module) operalib.kernels (module) operalib.learningrate (module) operalib.metrics (module), [1] operalib.onorma (module) operalib.quantile (module) operalib.ridge (module)

operalib.risk (module) operalib.signal (module) ORFFHingeLoss (class in operalib.risk) ORFFLSLoss (class in operalib.risk) ORFFRidgeRisk (class in operalib.risk) ORFFSCSVMLoss (class in operalib.risk) OVKDecomposableRidge (class in operalib.ridge) OVKRidge (class in operalib.ridge) OVKRidgeRisk (class in operalib.risk)

P

partial_fit() (operalib.onorma.ONORMA method) pinball_loss() (operalib.quantile.Quantile static method) predict() (operalib.onorma.ONORMA method) (operalib.quantile.Quantile method) (operalib.ridge.OVKDecomposableRidge method) (operalib.ridge.OVKRidge method)

Q

Quantile (class in operalib.quantile)

R

RBFCurlFreeKernel (class in operalib.kernels) RBFCurlFreeKernelMap (class in operalib.kernel_maps)

RBFDivFreeKernel (class in operalib.kernels) RBFDivFreeKernelMap (class in operalib.kernel_maps)

S

score() (operalib.onorma.ONORMA method) (operalib.quantile.Quantile method) (operalib.ridge.OVKDecomposableRidge method) (operalib.ridge.OVKRidge method)

set_params() (operalib.onorma.ONORMA method) (operalib.quantile.Quantile method) (operalib.ridge.OVKDecomposableRidge method) (operalib.ridge.OVKRidge method)

T

T (operalib.kernel_maps.DecomposableKernelMap attribute) (operalib.kernel_maps.DotProductKernelMap attribute) (operalib.kernel_maps.RBFCurlFreeKernelMap attribute) (operalib.kernel_maps.RBFDivFreeKernelMap attribute)

toy_data_curl_free_field() (in module operalib.datasets) toy_data_curl_free_mesh() (in module operalib.datasets) toy_data_div_free_field() (in module operalib.datasets) toy_data_div_free_mesh() (in module operalib.datasets) toy_data_quantile() (in module operalib.datasets)