Index

A

add_parametrized_kernels() (kernelmethods.KernelBucket method) alignment_centered() (in module kernelmethods.operations) alignment_ranking() (in module kernelmethods.ranking) append() (kernelmethods.KernelBucket method) (kernelmethods.KernelSet method) args (kernelmethods.KMAccessError attribute) (kernelmethods.KMSetAdditionError attribute)

attach_to() (kernelmethods.KernelBucket method) (kernelmethods.KernelMatrix method) (kernelmethods.KernelSet method) attributes() (kernelmethods.KernelMatrix method) AverageKernel (class in kernelmethods.base)

B

BaseKernelFunction (class in kernelmethods)

C

center() (kernelmethods.KernelMatrix method) center_km() (in module kernelmethods.operations) centered() (kernelmethods.KernelMatrix property) Chi2Kernel (class in kernelmethods.numeric_kernels) coef_ (kernelmethods.OptimalKernelSVR attribute) coef_() (kernelmethods.OptimalKernelSVR property) composite_KM() (kernelmethods.base.AverageKernel property) (kernelmethods.base.CompositeKernel property) (kernelmethods.base.ProductKernel property) (kernelmethods.base.SumKernel property) (kernelmethods.base.WeightedAverageKernel property)

CompositeKernel (class in kernelmethods.base) ConstantKernelMatrix (class in kernelmethods.base) correlation_km() (in module kernelmethods.sampling) CV_ranking() (in module kernelmethods.ranking)

D

diag() (kernelmethods.base.ConstantKernelMatrix property) (kernelmethods.base.KernelMatrixPrecomputed property)

diagonal() (kernelmethods.KernelMatrix method) dual_coef_ (kernelmethods.OptimalKernelSVR attribute)

E

eval_similarity() (in module kernelmethods.operations)

extend() (kernelmethods.KernelBucket method) (kernelmethods.KernelSet method)

F

find_optimal_kernel() (in module kernelmethods.ranking) fit() (kernelmethods.base.AverageKernel method) (kernelmethods.KernelMachine method) (kernelmethods.OptimalKernelSVR method) (kernelmethods.base.CompositeKernel method) (kernelmethods.base.ProductKernel method) (kernelmethods.base.SumKernel method) (kernelmethods.base.WeightedAverageKernel method) frob_norm() (kernelmethods.KernelMatrix property) frobenius_norm() (in module kernelmethods.operations)

frobenius_product() (in module kernelmethods.operations) full() (kernelmethods.base.AverageKernel property) (kernelmethods.KernelMatrix property) (kernelmethods.base.CompositeKernel property) (kernelmethods.base.ConstantKernelMatrix property) (kernelmethods.base.KernelMatrixPrecomputed property) (kernelmethods.base.ProductKernel property) (kernelmethods.base.SumKernel property) (kernelmethods.base.WeightedAverageKernel property) full_sparse() (kernelmethods.KernelMatrix property)

G

GaussianKernel (class in kernelmethods.numeric_kernels) get_attr() (kernelmethods.KernelBucket method) (kernelmethods.KernelMatrix method) (kernelmethods.KernelSet method)

get_estimator() (in module kernelmethods.ranking) get_kernel_funcs() (kernelmethods.KernelBucket method) (kernelmethods.KernelSet method) get_params() (kernelmethods.KernelMachine method) (kernelmethods.OptimalKernelSVR method)

I

ideal_kernel() (in module kernelmethods.sampling) intercept_ (kernelmethods.OptimalKernelSVR attribute) is_positive_semidefinite() (in module kernelmethods.operations)

is_PSD() (in module kernelmethods.operations) is_psd() (kernelmethods.base.KernelFromCallable method) (kernelmethods.BaseKernelFunction method)

K

KernelBucket (class in kernelmethods) KernelFromCallable (class in kernelmethods.base) KernelMachine (class in kernelmethods) KernelMatrix (class in kernelmethods) KernelMatrixPrecomputed (class in kernelmethods.base) kernelmethods (module) kernelmethods.categorical (module) kernelmethods.numeric_kernels (module)

kernelmethods.operations (module) kernelmethods.ranking (module) kernelmethods.sampling (module) KernelMethodsException (class in kernelmethods) KernelSet (class in kernelmethods) KMAccessError (class in kernelmethods), [1] KMNormError (class in kernelmethods) KMSetAdditionError (class in kernelmethods), [1]

L

LaplacianKernel (class in kernelmethods.numeric_kernels)

linear_combination() (in module kernelmethods.operations) LinearKernel (class in kernelmethods.numeric_kernels)

M

make_kernel_bucket() (in module kernelmethods.sampling)

MatchCountKernel (class in kernelmethods.categorical)

N

normalize() (kernelmethods.KernelMatrix method) normalize_km() (in module kernelmethods.operations) normalize_km_2sample() (in module kernelmethods.operations)

normed_km() (kernelmethods.KernelMatrix property) num_samples() (kernelmethods.KernelBucket property) (kernelmethods.KernelMatrix property) (kernelmethods.KernelSet property)

O

OptimalKernelSVR (class in kernelmethods)

P

pairwise_similarity() (in module kernelmethods.sampling) PolyKernel (class in kernelmethods.numeric_kernels)

predict() (kernelmethods.KernelMachine method) (kernelmethods.OptimalKernelSVR method) ProductKernel (class in kernelmethods.base)

R

rank_kernels() (in module kernelmethods.ranking)

S

score() (kernelmethods.OptimalKernelSVR method) set_attr() (kernelmethods.KernelBucket method) (kernelmethods.KernelMatrix method) (kernelmethods.KernelSet method) set_params() (kernelmethods.KernelMachine method) (kernelmethods.OptimalKernelSVR method) shape() (kernelmethods.base.ConstantKernelMatrix property) SigmoidKernel (class in kernelmethods.numeric_kernels)

size() (kernelmethods.base.ConstantKernelMatrix property) (kernelmethods.KernelBucket property) (kernelmethods.KernelMatrix property) (kernelmethods.KernelSet property) (kernelmethods.base.KernelMatrixPrecomputed property) SumKernel (class in kernelmethods.base) support_ (kernelmethods.OptimalKernelSVR attribute) support_vectors_ (kernelmethods.OptimalKernelSVR attribute)

T

take() (kernelmethods.KernelBucket method) (kernelmethods.KernelSet method)

W

WeightedAverageKernel (class in kernelmethods.base)

with_traceback() (kernelmethods.KMAccessError method) (kernelmethods.KMSetAdditionError method)