SHOGUN  4.1.0
 All Classes Namespaces Files Functions Variables Typedefs Enumerations Enumerator Friends Macros Modules Pages
CKLCholeskyInferenceMethod Member List

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

build_gradient_parameter_dictionary(CMap< TParameter *, CSGObject * > *dict)CSGObject
CDifferentiableFunction()CDifferentiableFunction
check_members() const CInferenceMethodprotectedvirtual
check_variational_likelihood(CLikelihoodModel *mod) const CKLInferenceMethodprotectedvirtual
CInferenceMethod()CInferenceMethod
CInferenceMethod(CKernel *kernel, CFeatures *features, CMeanFunction *mean, CLabels *labels, CLikelihoodModel *model)CInferenceMethod
CKLCholeskyInferenceMethod()CKLCholeskyInferenceMethod
CKLCholeskyInferenceMethod(CKernel *kernel, CFeatures *features, CMeanFunction *mean, CLabels *labels, CLikelihoodModel *model)CKLCholeskyInferenceMethod
CKLInferenceMethod()CKLInferenceMethod
CKLInferenceMethod(CKernel *kernel, CFeatures *features, CMeanFunction *mean, CLabels *labels, CLikelihoodModel *model)CKLInferenceMethod
CKLLowerTriangularInferenceMethod()CKLLowerTriangularInferenceMethod
CKLLowerTriangularInferenceMethod(CKernel *kernel, CFeatures *features, CMeanFunction *mean, CLabels *labels, CLikelihoodModel *model)CKLLowerTriangularInferenceMethod
clone()CSGObjectvirtual
compute_gradient()CKLInferenceMethodprotectedvirtual
CSGObject()CSGObject
CSGObject(const CSGObject &orig)CSGObject
deep_copy() const CSGObjectvirtual
equals(CSGObject *other, float64_t accuracy=0.0, bool tolerant=false)CSGObjectvirtual
get_alpha()CKLCholeskyInferenceMethodvirtual
get_cholesky()CKLInferenceMethodvirtual
get_derivative_helper(void *p)CInferenceMethodprotectedstatic
get_derivative_related_cov(SGMatrix< float64_t > dK)CKLLowerTriangularInferenceMethodprotectedvirtual
get_derivative_wrt_inference_method(const TParameter *param)CKLInferenceMethodprotectedvirtual
get_derivative_wrt_kernel(const TParameter *param)CKLInferenceMethodprotectedvirtual
get_derivative_wrt_likelihood_model(const TParameter *param)CKLInferenceMethodprotectedvirtual
get_derivative_wrt_mean(const TParameter *param)CKLInferenceMethodprotectedvirtual
get_diagonal_vector()CKLLowerTriangularInferenceMethodvirtual
get_features()CInferenceMethodvirtual
get_global_io()CSGObject
get_global_parallel()CSGObject
get_global_version()CSGObject
get_gradient(CMap< TParameter *, CSGObject * > *parameters)CInferenceMethodvirtual
get_gradient_of_nlml_wrt_parameters(SGVector< float64_t > gradient)CKLCholeskyInferenceMethodprotectedvirtual
get_inference_type() const CKLCholeskyInferenceMethodvirtual
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_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 CKLCholeskyInferenceMethodvirtual
get_negative_log_marginal_likelihood()CKLInferenceMethodvirtual
get_negative_log_marginal_likelihood_derivatives(CMap< TParameter *, CSGObject * > *parameters)CInferenceMethodvirtual
get_negative_log_marginal_likelihood_helper()CKLCholeskyInferenceMethodprotectedvirtual
get_nlml_wrt_parameters()CKLInferenceMethodprotectedvirtual
get_posterior_covariance()CKLInferenceMethodvirtual
get_posterior_mean()CKLInferenceMethodvirtual
get_scale() const CInferenceMethodvirtual
get_value()CInferenceMethodvirtual
get_variational_likelihood() const CKLInferenceMethodprotectedvirtual
ioCSGObject
is_generic(EPrimitiveType *generic) const CSGObjectvirtual
lbfgs_optimization()CKLInferenceMethodprotectedvirtual
lbfgs_precompute()CKLCholeskyInferenceMethodprotectedvirtual
load_serializable(CSerializableFile *file, const char *prefix="")CSGObjectvirtual
load_serializable_post()CSGObjectprotectedvirtual
load_serializable_pre()CSGObjectprotectedvirtual
m_alphaCInferenceMethodprotected
m_deltaCKLInferenceMethodprotected
m_ECInferenceMethodprotected
m_epsilonCKLInferenceMethodprotected
m_exp_factorCKLInferenceMethodprotected
m_featuresCInferenceMethodprotected
m_ftolCKLInferenceMethodprotected
m_gradient_parametersCSGObject
m_gradient_updateCInferenceMethodprotected
m_gtolCKLInferenceMethodprotected
m_hashCSGObject
m_InvK_SigmaCKLLowerTriangularInferenceMethodprotected
m_kernelCInferenceMethodprotected
m_Kernel_LsDCKLLowerTriangularInferenceMethodprotected
m_Kernel_PCKLLowerTriangularInferenceMethodprotected
m_ktrtrCInferenceMethodprotected
m_LCInferenceMethodprotected
m_labelsCInferenceMethodprotected
m_linesearchCKLInferenceMethodprotected
m_log_det_KernelCKLLowerTriangularInferenceMethodprotected
m_log_scaleCInferenceMethodprotected
m_mCKLInferenceMethodprotected
m_max_attemptCKLInferenceMethodprotected
m_max_iterationsCKLInferenceMethodprotected
m_max_linesearchCKLInferenceMethodprotected
m_max_stepCKLInferenceMethodprotected
m_meanCInferenceMethodprotected
m_mean_vecCKLLowerTriangularInferenceMethodprotected
m_min_coeff_kernelCKLInferenceMethodprotected
m_min_stepCKLInferenceMethodprotected
m_modelCInferenceMethodprotected
m_model_selection_parametersCSGObject
m_muCKLInferenceMethodprotected
m_noise_factorCKLInferenceMethodprotected
m_orthantwise_cCKLInferenceMethodprotected
m_orthantwise_endCKLInferenceMethodprotected
m_orthantwise_startCKLInferenceMethodprotected
m_parametersCSGObject
m_pastCKLInferenceMethodprotected
m_s2CKLInferenceMethodprotected
m_SigmaCKLInferenceMethodprotected
m_wolfeCKLInferenceMethodprotected
m_xtolCKLInferenceMethodprotected
obtain_from_generic(CInferenceMethod *inference)CKLCholeskyInferenceMethodstatic
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_exp_factor(float64_t exp_factor)CKLInferenceMethodvirtual
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_kernel(CKernel *kern)CInferenceMethodvirtual
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)CKLInferenceMethodvirtual
set_max_attempt(index_t max_attempt)CKLInferenceMethodvirtual
set_mean(CMeanFunction *m)CInferenceMethodvirtual
set_min_coeff_kernel(float64_t min_coeff_kernel)CKLInferenceMethodvirtual
set_model(CLikelihoodModel *mod)CKLInferenceMethodvirtual
set_noise_factor(float64_t noise_factor)CKLInferenceMethodvirtual
set_scale(float64_t scale)CInferenceMethodvirtual
shallow_copy() const CSGObjectvirtual
solve_inverse(Eigen::MatrixXd A)CKLLowerTriangularInferenceMethodprotected
supports_binary() const CKLInferenceMethodvirtual
supports_multiclass() const CInferenceMethodvirtual
supports_regression() const CKLInferenceMethodvirtual
unset_generic()CSGObject
update()CKLInferenceMethodvirtual
update_alpha()CKLCholeskyInferenceMethodprotectedvirtual
update_approx_cov()CKLLowerTriangularInferenceMethodprotectedvirtual
update_chol()CKLLowerTriangularInferenceMethodprotectedvirtual
update_deriv()CKLLowerTriangularInferenceMethodprotectedvirtual
update_init()CKLLowerTriangularInferenceMethodprotectedvirtual
update_init_helper()CKLInferenceMethodprotectedvirtual
update_InvK_Sigma()CKLCholeskyInferenceMethodprotectedvirtual
update_parameter_hash()CSGObjectvirtual
update_Sigma()CKLCholeskyInferenceMethodprotectedvirtual
update_train_kernel()CInferenceMethodprotectedvirtual
versionCSGObject
~CDifferentiableFunction()CDifferentiableFunctionvirtual
~CInferenceMethod()CInferenceMethodvirtual
~CKLCholeskyInferenceMethod()CKLCholeskyInferenceMethodvirtual
~CKLInferenceMethod()CKLInferenceMethodvirtual
~CKLLowerTriangularInferenceMethod()CKLLowerTriangularInferenceMethodvirtual
~CSGObject()CSGObjectvirtual
SHOGUN Machine Learning Toolbox - Documentation