SHOGUN  6.1.3
CSingleLaplaceInferenceMethod Member List

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

build_gradient_parameter_dictionary(CMap< TParameter *, CSGObject * > *dict)CSGObject
CDifferentiableFunction()CDifferentiableFunction
check_members() const CInferenceprotectedvirtual
CInference()CInference
CInference(CKernel *kernel, CFeatures *features, CMeanFunction *mean, CLabels *labels, CLikelihoodModel *model)CInference
CLaplaceInference()CLaplaceInference
CLaplaceInference(CKernel *kernel, CFeatures *features, CMeanFunction *mean, CLabels *labels, CLikelihoodModel *model)CLaplaceInference
clone()CSGObjectvirtual
clone_parameters(CSGObject *other)CSGObjectprotected
compute_gradient()CLaplaceInferenceprotectedvirtual
CSGObject()CSGObject
CSGObject(const CSGObject &orig)CSGObject
CSingleLaplaceInferenceMethod()CSingleLaplaceInferenceMethod
CSingleLaplaceInferenceMethod(CKernel *kernel, CFeatures *features, CMeanFunction *mean, CLabels *labels, CLikelihoodModel *model)CSingleLaplaceInferenceMethod
CSingleLaplaceNewtonOptimizer classCSingleLaplaceInferenceMethodfriend
deep_copy() const CSGObjectvirtual
equals(CSGObject *other, float64_t accuracy=0.0, bool tolerant=false)CSGObjectvirtual
get(const Tag< T > &_tag) const CSGObject
get(const std::string &name) const CSGObject
get_alpha()CLaplaceInferencevirtual
get_cholesky()CLaplaceInferencevirtual
get_derivative_wrt_inference_method(const TParameter *param)CSingleLaplaceInferenceMethodprotectedvirtual
get_derivative_wrt_kernel(const TParameter *param)CSingleLaplaceInferenceMethodprotectedvirtual
get_derivative_wrt_likelihood_model(const TParameter *param)CSingleLaplaceInferenceMethodprotectedvirtual
get_derivative_wrt_mean(const TParameter *param)CSingleLaplaceInferenceMethodprotectedvirtual
get_diagonal_vector()CSingleLaplaceInferenceMethodvirtual
get_features()CInferencevirtual
get_global_io()CSGObject
get_global_parallel()CSGObject
get_global_version()CSGObject
get_gradient(CMap< TParameter *, CSGObject * > *parameters)CInferencevirtual
get_gradient_wrt_alpha(SGVector< float64_t > gradient)CSingleLaplaceInferenceMethodprotected
get_inference_type() const CSingleLaplaceInferenceMethodvirtual
get_kernel()CInferencevirtual
get_labels()CInferencevirtual
get_marginal_likelihood_estimate(int32_t num_importance_samples=1, float64_t ridge_size=1e-15)CInference
get_mean()CInferencevirtual
get_model()CInference
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()CInferencevirtual
get_name() const CSingleLaplaceInferenceMethodvirtual
get_negative_log_marginal_likelihood()CSingleLaplaceInferenceMethodvirtual
get_negative_log_marginal_likelihood_derivatives(CMap< TParameter *, CSGObject * > *parameters)CInferencevirtual
get_parameters_observable()CSGObject
get_posterior_covariance()CLaplaceInferencevirtual
get_posterior_mean()CSingleLaplaceInferenceMethodvirtual
get_psi_wrt_alpha()CSingleLaplaceInferenceMethodprotected
get_scale() const CInferencevirtual
get_value()CInferencevirtual
has(const std::string &name) const CSGObject
has(const Tag< T > &tag) const CSGObject
has(const std::string &name) const CSGObject
ioCSGObject
is_generic(EPrimitiveType *generic) const CSGObjectvirtual
list_observable_parameters()CSGObject
load_serializable(CSerializableFile *file, const char *prefix="")CSGObjectvirtual
load_serializable_post()CSGObjectprotectedvirtual
load_serializable_pre()CSGObjectprotectedvirtual
m_alphaCInferenceprotected
m_d2lpCSingleLaplaceInferenceMethodprotected
m_d3lpCSingleLaplaceInferenceMethodprotected
m_dfhatCSingleLaplaceInferenceMethodprotected
m_dlpCLaplaceInferenceprotected
m_ECInferenceprotected
m_featuresCInferenceprotected
m_gCSingleLaplaceInferenceMethodprotected
m_gradient_parametersCSGObject
m_gradient_updateCInferenceprotected
m_hashCSGObject
m_kernelCInferenceprotected
m_ktrtrCInferenceprotected
m_LCInferenceprotected
m_labelsCInferenceprotected
m_log_scaleCInferenceprotected
m_meanCInferenceprotected
m_mean_fCSingleLaplaceInferenceMethodprotected
m_minimizerCInferenceprotected
m_modelCInferenceprotected
m_model_selection_parametersCSGObject
m_muCLaplaceInferenceprotected
m_parametersCSGObject
m_PsiCSingleLaplaceInferenceMethodprotected
m_SigmaCLaplaceInferenceprotected
m_sWCSingleLaplaceInferenceMethodprotected
m_WCLaplaceInferenceprotected
m_ZCSingleLaplaceInferenceMethodprotected
observe(const ObservedValue value)CSGObjectprotected
obtain_from_generic(CInference *inference)CSingleLaplaceInferenceMethodstatic
parallelCSGObject
parameter_hash_changed()CSGObjectvirtual
print_modsel_params()CSGObject
print_serializable(const char *prefix="")CSGObjectvirtual
ref()CSGObject
ref_count()CSGObject
register_minimizer(Minimizer *minimizer)CSingleLaplaceInferenceMethodvirtual
register_observable_param(const std::string &name, const SG_OBS_VALUE_TYPE type, const std::string &description)CSGObjectprotected
register_param(Tag< T > &_tag, const T &value)CSGObjectprotected
register_param(const std::string &name, const T &value)CSGObjectprotected
save_serializable(CSerializableFile *file, const char *prefix="")CSGObjectvirtual
save_serializable_post()CSGObjectprotectedvirtual
save_serializable_pre()CSGObjectprotectedvirtual
set(const Tag< T > &_tag, const T &value)CSGObject
set(const std::string &name, const T &value)CSGObject
set_features(CFeatures *feat)CInferencevirtual
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)CInferencevirtual
set_labels(CLabels *lab)CInferencevirtual
set_mean(CMeanFunction *m)CInferencevirtual
set_model(CLikelihoodModel *mod)CInferencevirtual
set_scale(float64_t scale)CInferencevirtual
SGObservable typedefCSGObject
SGSubject typedefCSGObject
SGSubscriber typedefCSGObject
shallow_copy() const CSGObjectvirtual
SingleLaplaceInferenceMethodCostFunction classCSingleLaplaceInferenceMethodfriend
subscribe_to_parameters(ParameterObserverInterface *obs)CSGObject
supports_binary() const CSingleLaplaceInferenceMethodvirtual
supports_multiclass() const CInferencevirtual
supports_regression() const CSingleLaplaceInferenceMethodvirtual
unref()CSGObject
unset_generic()CSGObject
update()CSingleLaplaceInferenceMethodvirtual
update_alpha()CSingleLaplaceInferenceMethodprotectedvirtual
update_approx_cov()CSingleLaplaceInferenceMethodprotectedvirtual
update_chol()CSingleLaplaceInferenceMethodprotectedvirtual
update_deriv()CSingleLaplaceInferenceMethodprotectedvirtual
update_init()CSingleLaplaceInferenceMethodprotectedvirtual
update_parameter_hash()CSGObjectvirtual
update_train_kernel()CInferenceprotectedvirtual
versionCSGObject
~CDifferentiableFunction()CDifferentiableFunctionvirtual
~CInference()CInferencevirtual
~CLaplaceInference()CLaplaceInferencevirtual
~CSGObject()CSGObjectvirtual
~CSingleLaplaceInferenceMethod()CSingleLaplaceInferenceMethodvirtual

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