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CSingleFITCLaplacianInferenceMethodWithLBFGS Member List

This is the complete list of members for CSingleFITCLaplacianInferenceMethodWithLBFGS, including all inherited members.

build_gradient_parameter_dictionary(CMap< TParameter *, CSGObject * > *dict)CSGObject
CDifferentiableFunction()CDifferentiableFunction
check_bound(SGVector< float64_t > bound, const char *name)CSingleSparseInferenceBaseprotectedvirtual
check_features()CSparseInferenceBaseprotectedvirtual
check_fully_sparse()CSingleSparseInferenceBaseprotectedvirtual
check_members() const CSparseInferenceBaseprotectedvirtual
CInferenceMethod()CInferenceMethod
CInferenceMethod(CKernel *kernel, CFeatures *features, CMeanFunction *mean, CLabels *labels, CLikelihoodModel *model)CInferenceMethod
clone()CSGObjectvirtual
compute_gradient()CSingleFITCLaplacianInferenceMethodprotectedvirtual
compute_mvmK(SGVector< float64_t > al)CSingleFITCLaplacianInferenceMethodprotectedvirtual
compute_mvmZ(SGVector< float64_t > x)CSingleFITCLaplacianInferenceMethodprotectedvirtual
convert_features()CSparseInferenceBaseprotectedvirtual
CSGObject()CSGObject
CSGObject(const CSGObject &orig)CSGObject
CSingleFITCLaplacianBase()CSingleFITCLaplacianBase
CSingleFITCLaplacianBase(CKernel *kernel, CFeatures *features, CMeanFunction *mean, CLabels *labels, CLikelihoodModel *model, CFeatures *inducing_features)CSingleFITCLaplacianBase
CSingleFITCLaplacianInferenceMethod()CSingleFITCLaplacianInferenceMethod
CSingleFITCLaplacianInferenceMethod(CKernel *kernel, CFeatures *features, CMeanFunction *mean, CLabels *labels, CLikelihoodModel *model, CFeatures *inducing_features)CSingleFITCLaplacianInferenceMethod
CSingleFITCLaplacianInferenceMethodWithLBFGS()CSingleFITCLaplacianInferenceMethodWithLBFGS
CSingleFITCLaplacianInferenceMethodWithLBFGS(CKernel *kernel, CFeatures *features, CMeanFunction *mean, CLabels *labels, CLikelihoodModel *model, CFeatures *inducing_features)CSingleFITCLaplacianInferenceMethodWithLBFGS
CSingleSparseInferenceBase()CSingleSparseInferenceBase
CSingleSparseInferenceBase(CKernel *kernel, CFeatures *features, CMeanFunction *mean, CLabels *labels, CLikelihoodModel *model, CFeatures *inducing_features)CSingleSparseInferenceBase
CSparseInferenceBase()CSparseInferenceBase
CSparseInferenceBase(CKernel *kernel, CFeatures *features, CMeanFunction *mean, CLabels *labels, CLikelihoodModel *model, CFeatures *inducing_features)CSparseInferenceBase
deep_copy() const CSGObjectvirtual
derivative_helper_when_Wneg(SGVector< float64_t > res, const TParameter *param)CSingleFITCLaplacianInferenceMethodprotectedvirtual
enable_optimizing_inducing_features(bool is_optmization)CSingleSparseInferenceBasevirtual
equals(CSGObject *other, float64_t accuracy=0.0, bool tolerant=false)CSGObjectvirtual
get_alpha()CSparseInferenceBasevirtual
get_chol_inv(SGMatrix< float64_t > mtx)CSingleFITCLaplacianInferenceMethodprotectedvirtual
get_cholesky()CSparseInferenceBasevirtual
get_derivative_helper(void *p)CInferenceMethodprotectedstatic
get_derivative_implicit_term_helper(SGVector< float64_t > d)CSingleFITCLaplacianInferenceMethodprotectedvirtual
get_derivative_related_cov(SGVector< float64_t > ddiagKi, SGMatrix< float64_t > dKuui, SGMatrix< float64_t > dKui)CSingleFITCLaplacianInferenceMethodprotectedvirtual
shogun::CSingleFITCLaplacianBase::get_derivative_related_cov(SGVector< float64_t > ddiagKi, SGMatrix< float64_t > dKuui, SGMatrix< float64_t > dKui, SGVector< float64_t > v, SGMatrix< float64_t > R)CSingleFITCLaplacianBaseprotectedvirtual
get_derivative_related_cov_diagonal()CSingleFITCLaplacianBaseprotectedvirtual
get_derivative_related_cov_helper(SGMatrix< float64_t > dKuui, SGVector< float64_t > v, SGMatrix< float64_t > R)CSingleFITCLaplacianBaseprotectedvirtual
get_derivative_related_inducing_features(SGMatrix< float64_t > BdK, const TParameter *param)CSingleFITCLaplacianBaseprotectedvirtual
get_derivative_related_mean(SGVector< float64_t > dmu)CSingleFITCLaplacianInferenceMethodprotectedvirtual
get_derivative_wrt_inducing_features(const TParameter *param)CSingleFITCLaplacianInferenceMethodprotectedvirtual
get_derivative_wrt_inducing_noise(const TParameter *param)CSingleFITCLaplacianInferenceMethodprotectedvirtual
get_derivative_wrt_inference_method(const TParameter *param)CSingleFITCLaplacianInferenceMethodprotectedvirtual
get_derivative_wrt_kernel(const TParameter *param)CSingleFITCLaplacianInferenceMethodprotectedvirtual
get_derivative_wrt_likelihood_model(const TParameter *param)CSingleFITCLaplacianInferenceMethodprotectedvirtual
get_derivative_wrt_mean(const TParameter *param)CSingleFITCLaplacianInferenceMethodprotectedvirtual
get_diagonal_vector()CSingleFITCLaplacianInferenceMethodvirtual
get_features()CInferenceMethodvirtual
get_global_io()CSGObject
get_global_parallel()CSGObject
get_global_version()CSGObject
get_gradient(CMap< TParameter *, CSGObject * > *parameters)CInferenceMethodvirtual
get_inducing_features()CSparseInferenceBasevirtual
get_inducing_noise()CSparseInferenceBasevirtual
get_inference_type() const CSingleFITCLaplacianInferenceMethodvirtual
get_kernel()CInferenceMethodvirtual
get_labels()CInferenceMethodvirtual
get_marginal_likelihood_estimate(int32_t num_importance_samples=1, float64_t ridge_size=1e-15)CInferenceMethod
get_mean()CInferenceMethodvirtual
get_minimization_max()CSingleFITCLaplacianInferenceMethodvirtual
get_minimization_tolerance()CSingleFITCLaplacianInferenceMethodvirtual
get_model()CInferenceMethod
get_modelsel_names()CSGObject
get_modsel_param_descr(const char *param_name)CSGObject
get_modsel_param_index(const char *param_name)CSGObject
get_multiclass_E()CInferenceMethodvirtual
get_name() const CSingleFITCLaplacianInferenceMethodWithLBFGSvirtual
get_negative_log_marginal_likelihood()CSingleFITCLaplacianInferenceMethodvirtual
get_negative_log_marginal_likelihood_derivatives(CMap< TParameter *, CSGObject * > *parameters)CInferenceMethodvirtual
get_newton_iterations()CSingleFITCLaplacianInferenceMethodvirtual
get_newton_tolerance()CSingleFITCLaplacianInferenceMethodvirtual
get_posterior_covariance()CSingleFITCLaplacianInferenceMethodvirtual
get_posterior_mean()CSingleFITCLaplacianInferenceMethodvirtual
get_scale() const CInferenceMethodvirtual
get_value()CInferenceMethodvirtual
ioCSGObject
is_generic(EPrimitiveType *generic) const CSGObjectvirtual
load_serializable(CSerializableFile *file, const char *prefix="")CSGObjectvirtual
load_serializable_post()CSGObjectprotectedvirtual
load_serializable_pre()CSGObjectprotectedvirtual
m_alCSingleFITCLaplacianBaseprotected
m_alphaCInferenceMethodprotected
m_BCSingleFITCLaplacianBaseprotected
m_chol_R0CSingleFITCLaplacianInferenceMethodprotected
m_d2lpCSingleFITCLaplacianInferenceMethodprotected
m_d3lpCSingleFITCLaplacianInferenceMethodprotected
m_dfhatCSingleFITCLaplacianInferenceMethodprotected
m_dgCSingleFITCLaplacianInferenceMethodprotected
m_dlpCSingleFITCLaplacianInferenceMethodprotected
m_ECInferenceMethodprotected
m_featuresCInferenceMethodprotected
m_fully_sparseCSingleSparseInferenceBaseprotected
m_gCSingleFITCLaplacianInferenceMethodprotected
m_gradient_parametersCSGObject
m_gradient_updateCInferenceMethodprotected
m_hashCSGObject
m_ind_toleranceCSingleSparseInferenceBaseprotected
m_inducing_featuresCSparseInferenceBaseprotected
m_iterCSingleFITCLaplacianInferenceMethodprotected
m_kernelCInferenceMethodprotected
m_ktrtrCInferenceMethodprotected
m_ktrtr_diagCSparseInferenceBaseprotected
m_ktruCSparseInferenceBaseprotected
m_kuuCSparseInferenceBaseprotected
m_LCInferenceMethodprotected
m_labelsCInferenceMethodprotected
m_lockCSingleSparseInferenceBaseprotected
m_log_ind_noiseCSparseInferenceBaseprotected
m_log_scaleCInferenceMethodprotected
m_lower_boundCSingleSparseInferenceBaseprotected
m_max_ind_iterationsCSingleSparseInferenceBaseprotected
m_meanCInferenceMethodprotected
m_modelCInferenceMethodprotected
m_model_selection_parametersCSGObject
m_muCSparseInferenceBaseprotected
m_opt_inducing_featuresCSingleSparseInferenceBaseprotected
m_opt_maxCSingleFITCLaplacianInferenceMethodprotected
m_opt_toleranceCSingleFITCLaplacianInferenceMethodprotected
m_parametersCSGObject
m_PsiCSingleFITCLaplacianInferenceMethodprotected
m_RvddCSingleFITCLaplacianBaseprotected
m_SigmaCSparseInferenceBaseprotected
m_sWCSingleFITCLaplacianInferenceMethodprotected
m_tCSingleFITCLaplacianBaseprotected
m_toleranceCSingleFITCLaplacianInferenceMethodprotected
m_upper_boundCSingleSparseInferenceBaseprotected
m_VCSingleFITCLaplacianBaseprotected
m_WCSingleFITCLaplacianInferenceMethodprotected
m_wCSingleFITCLaplacianBaseprotected
m_WnegCSingleFITCLaplacianInferenceMethodprotected
obtain_from_generic(CInferenceMethod *inference)CSingleFITCLaplacianInferenceMethodstatic
optimize_inducing_features()CSingleSparseInferenceBasevirtual
parallelCSGObject
parameter_hash_changed()CSGObjectvirtual
print_modsel_params()CSGObject
print_serializable(const char *prefix="")CSGObjectvirtual
save_serializable(CSerializableFile *file, const char *prefix="")CSGObjectvirtual
save_serializable_post()CSGObjectprotectedvirtual
save_serializable_pre()CSGObjectprotectedvirtual
set_features(CFeatures *feat)CInferenceMethodvirtual
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_global_io(SGIO *io)CSGObject
set_global_parallel(Parallel *parallel)CSGObject
set_global_version(Version *version)CSGObject
set_inducing_features(CFeatures *feat)CSparseInferenceBasevirtual
set_inducing_noise(float64_t noise)CSparseInferenceBasevirtual
set_kernel(CKernel *kern)CSingleSparseInferenceBasevirtual
set_labels(CLabels *lab)CInferenceMethodvirtual
set_lbfgs_parameters(int m=100, int max_linesearch=1000, int linesearch=LBFGS_LINESEARCH_BACKTRACKING_STRONG_WOLFE, int max_iterations=1000, float64_t delta=0.0, int past=0, float64_t epsilon=1e-5, float64_t min_step=1e-20, float64_t max_step=1e+20, float64_t ftol=1e-4, float64_t wolfe=0.9, float64_t gtol=0.9, float64_t xtol=1e-16, float64_t orthantwise_c=0.0, int orthantwise_start=0, int orthantwise_end=1)CSingleFITCLaplacianInferenceMethodWithLBFGSvirtual
set_lower_bound_of_inducing_features(SGVector< float64_t > bound)CSingleSparseInferenceBasevirtual
set_max_iterations_for_inducing_features(int32_t it)CSingleSparseInferenceBasevirtual
set_mean(CMeanFunction *m)CInferenceMethodvirtual
set_minimization_max(float64_t max)CSingleFITCLaplacianInferenceMethodvirtual
set_minimization_tolerance(float64_t tol)CSingleFITCLaplacianInferenceMethodvirtual
set_model(CLikelihoodModel *mod)CInferenceMethodvirtual
set_newton_iterations(int32_t iter)CSingleFITCLaplacianInferenceMethodvirtual
set_newton_method(bool enable_newton_if_fail)CSingleFITCLaplacianInferenceMethodWithLBFGSvirtual
set_newton_tolerance(float64_t tol)CSingleFITCLaplacianInferenceMethodvirtual
set_scale(float64_t scale)CInferenceMethodvirtual
set_tolearance_for_inducing_features(float64_t tol)CSingleSparseInferenceBasevirtual
set_upper_bound_of_inducing_features(SGVector< float64_t > bound)CSingleSparseInferenceBasevirtual
shallow_copy() const CSGObjectvirtual
supports_binary() const CSingleFITCLaplacianInferenceMethodvirtual
supports_multiclass() const CInferenceMethodvirtual
supports_regression() const CSingleFITCLaplacianInferenceMethodvirtual
unset_generic()CSGObject
update()CSingleFITCLaplacianInferenceMethodvirtual
update_alpha()CSingleFITCLaplacianInferenceMethodWithLBFGSprotectedvirtual
update_approx_cov()CSingleFITCLaplacianInferenceMethodprotectedvirtual
update_chol()CSingleFITCLaplacianInferenceMethodprotectedvirtual
update_deriv()CSingleFITCLaplacianInferenceMethodprotectedvirtual
update_init()CSingleFITCLaplacianInferenceMethodprotectedvirtual
update_parameter_hash()CSGObjectvirtual
update_train_kernel()CSparseInferenceBaseprotectedvirtual
versionCSGObject
~CDifferentiableFunction()CDifferentiableFunctionvirtual
~CInferenceMethod()CInferenceMethodvirtual
~CSGObject()CSGObjectvirtual
~CSingleFITCLaplacianBase()CSingleFITCLaplacianBasevirtual
~CSingleFITCLaplacianInferenceMethod()CSingleFITCLaplacianInferenceMethodvirtual
~CSingleFITCLaplacianInferenceMethodWithLBFGS()CSingleFITCLaplacianInferenceMethodWithLBFGSvirtual
~CSingleSparseInferenceBase()CSingleSparseInferenceBasevirtual
~CSparseInferenceBase()CSparseInferenceBasevirtual
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