SHOGUN  4.2.0
 All Classes Namespaces Files Functions Variables Typedefs Enumerations Enumerator Friends Macros Modules Pages
CFITCInferenceMethod Member List

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

build_gradient_parameter_dictionary(CMap< TParameter *, CSGObject * > *dict)CSGObject
CDifferentiableFunction()CDifferentiableFunction
CFITCInferenceMethod()CFITCInferenceMethod
CFITCInferenceMethod(CKernel *kernel, CFeatures *features, CMeanFunction *mean, CLabels *labels, CLikelihoodModel *model, CFeatures *inducing_features)CFITCInferenceMethod
check_bound(SGVector< float64_t > bound, const char *name)CSingleSparseInferenceprotectedvirtual
check_features()CSparseInferenceprotectedvirtual
check_fully_sparse()CSingleSparseInferenceprotectedvirtual
check_members() const CFITCInferenceMethodprotectedvirtual
CInference()CInference
CInference(CKernel *kernel, CFeatures *features, CMeanFunction *mean, CLabels *labels, CLikelihoodModel *model)CInference
clone()CSGObjectvirtual
compute_gradient()CFITCInferenceMethodprotectedvirtual
convert_features()CSparseInferenceprotectedvirtual
CSGObject()CSGObject
CSGObject(const CSGObject &orig)CSGObject
CSingleFITCInference()CSingleFITCInference
CSingleFITCInference(CKernel *kernel, CFeatures *features, CMeanFunction *mean, CLabels *labels, CLikelihoodModel *model, CFeatures *inducing_features)CSingleFITCInference
CSingleSparseInference()CSingleSparseInference
CSingleSparseInference(CKernel *kernel, CFeatures *features, CMeanFunction *mean, CLabels *labels, CLikelihoodModel *model, CFeatures *inducing_features)CSingleSparseInference
CSparseInference()CSparseInference
CSparseInference(CKernel *kernel, CFeatures *features, CMeanFunction *mean, CLabels *labels, CLikelihoodModel *model, CFeatures *inducing_features)CSparseInference
deep_copy() const CSGObjectvirtual
enable_optimizing_inducing_features(bool is_optmization, FirstOrderMinimizer *minimizer=NULL)CSingleSparseInferencevirtual
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()CSparseInferencevirtual
get_cholesky()CSparseInferencevirtual
get_derivative_helper(void *p)CInferenceprotectedstatic
get_derivative_related_cov(SGVector< float64_t > ddiagKi, SGMatrix< float64_t > dKuui, SGMatrix< float64_t > dKui)CSingleFITCInferenceprotectedvirtual
get_derivative_related_cov(SGVector< float64_t > ddiagKi, SGMatrix< float64_t > dKuui, SGMatrix< float64_t > dKui, SGVector< float64_t > v, SGMatrix< float64_t > R)CSingleFITCInferenceprotectedvirtual
get_derivative_related_cov_diagonal()CSingleFITCInferenceprotectedvirtual
get_derivative_related_cov_helper(SGMatrix< float64_t > dKuui, SGVector< float64_t > v, SGMatrix< float64_t > R)CSingleFITCInferenceprotectedvirtual
get_derivative_related_inducing_features(SGMatrix< float64_t > BdK, const TParameter *param)CSingleFITCInferenceprotectedvirtual
get_derivative_related_mean(SGVector< float64_t > dmu)CSingleFITCInferenceprotectedvirtual
get_derivative_wrt_inducing_features(const TParameter *param)CSingleFITCInferenceprotectedvirtual
get_derivative_wrt_inducing_noise(const TParameter *param)CSingleFITCInferenceprotectedvirtual
get_derivative_wrt_inference_method(const TParameter *param)CSingleSparseInferenceprotectedvirtual
get_derivative_wrt_kernel(const TParameter *param)CSingleSparseInferenceprotectedvirtual
get_derivative_wrt_likelihood_model(const TParameter *param)CFITCInferenceMethodprotectedvirtual
get_derivative_wrt_mean(const TParameter *param)CSingleFITCInferenceprotectedvirtual
get_diagonal_vector()CFITCInferenceMethodvirtual
get_features()CInferencevirtual
get_global_io()CSGObject
get_global_parallel()CSGObject
get_global_version()CSGObject
get_gradient(CMap< TParameter *, CSGObject * > *parameters)CInferencevirtual
get_inducing_features()CSparseInferencevirtual
get_inducing_noise()CSparseInferencevirtual
get_inference_type() const CFITCInferenceMethodvirtual
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 CFITCInferenceMethodvirtual
get_negative_log_marginal_likelihood()CFITCInferenceMethodvirtual
get_negative_log_marginal_likelihood_derivatives(CMap< TParameter *, CSGObject * > *parameters)CInferencevirtual
get_posterior_covariance()CFITCInferenceMethodvirtual
get_posterior_mean()CFITCInferenceMethodvirtual
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
load_serializable(CSerializableFile *file, const char *prefix="")CSGObjectvirtual
load_serializable_post()CSGObjectprotectedvirtual
load_serializable_pre()CSGObjectprotectedvirtual
m_alCSingleFITCInferenceprotected
m_alphaCInferenceprotected
m_BCSingleFITCInferenceprotected
m_beCFITCInferenceMethodprotected
m_chol_utrCFITCInferenceMethodprotected
m_chol_uuCFITCInferenceMethodprotected
m_ECInferenceprotected
m_featuresCInferenceprotected
m_fully_sparseCSingleSparseInferenceprotected
m_gradient_parametersCSGObject
m_gradient_updateCInferenceprotected
m_hashCSGObject
m_ind_toleranceCSingleSparseInferenceprotected
m_inducing_featuresCSparseInferenceprotected
m_inducing_minimizerCSingleSparseInferenceprotected
m_kernelCInferenceprotected
m_ktrtrCInferenceprotected
m_ktrtr_diagCSparseInferenceprotected
m_ktruCSparseInferenceprotected
m_kuuCSparseInferenceprotected
m_LCInferenceprotected
m_labelsCInferenceprotected
m_lockCSingleSparseInferenceprotected
m_log_ind_noiseCSparseInferenceprotected
m_log_scaleCInferenceprotected
m_lower_boundCSingleSparseInferenceprotected
m_max_ind_iterationsCSingleSparseInferenceprotected
m_meanCInferenceprotected
m_minimizerCInferenceprotected
m_modelCInferenceprotected
m_model_selection_parametersCSGObject
m_muCSparseInferenceprotected
m_opt_inducing_featuresCSingleSparseInferenceprotected
m_parametersCSGObject
m_rCFITCInferenceMethodprotected
m_RvddCSingleFITCInferenceprotected
m_SigmaCSparseInferenceprotected
m_tCSingleFITCInferenceprotected
m_upper_boundCSingleSparseInferenceprotected
m_VCSingleFITCInferenceprotected
m_wCSingleFITCInferenceprotected
obtain_from_generic(CInference *inference)CFITCInferenceMethodstatic
optimize_inducing_features()CSingleSparseInferencevirtual
parallelCSGObject
parameter_hash_changed()CSGObjectvirtual
print_modsel_params()CSGObject
print_serializable(const char *prefix="")CSGObjectvirtual
register_minimizer(Minimizer *minimizer)CFITCInferenceMethodvirtual
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_inducing_features(CFeatures *feat)CSparseInferencevirtual
set_inducing_noise(float64_t noise)CSparseInferencevirtual
set_kernel(CKernel *kern)CSingleSparseInferencevirtual
set_labels(CLabels *lab)CInferencevirtual
set_lower_bound_of_inducing_features(SGVector< float64_t > bound)CSingleSparseInferencevirtual
set_max_iterations_for_inducing_features(int32_t it)CSingleSparseInferencevirtual
set_mean(CMeanFunction *m)CInferencevirtual
set_model(CLikelihoodModel *mod)CInferencevirtual
set_scale(float64_t scale)CInferencevirtual
set_tolearance_for_inducing_features(float64_t tol)CSingleSparseInferencevirtual
set_upper_bound_of_inducing_features(SGVector< float64_t > bound)CSingleSparseInferencevirtual
shallow_copy() const CSGObjectvirtual
supports_binary() const CInferencevirtual
supports_multiclass() const CInferencevirtual
supports_regression() const CFITCInferenceMethodvirtual
unset_generic()CSGObject
update()CFITCInferenceMethodvirtual
update_alpha()CFITCInferenceMethodprotectedvirtual
update_chol()CFITCInferenceMethodprotectedvirtual
update_deriv()CFITCInferenceMethodprotectedvirtual
update_parameter_hash()CSGObjectvirtual
update_train_kernel()CSparseInferenceprotectedvirtual
versionCSGObject
~CDifferentiableFunction()CDifferentiableFunctionvirtual
~CFITCInferenceMethod()CFITCInferenceMethodvirtual
~CInference()CInferencevirtual
~CSGObject()CSGObjectvirtual
~CSingleFITCInference()CSingleFITCInferencevirtual
~CSingleSparseInference()CSingleSparseInferencevirtual
~CSparseInference()CSparseInferencevirtual
SHOGUN Machine Learning Toolbox - Documentation