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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

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