| build_gradient_parameter_dictionary(CMap< TParameter *, CSGObject * > *dict) | CSGObject | |
| CDifferentiableFunction() | CDifferentiableFunction | |
| check_members() const | CMultiLaplaceInferenceMethod | protectedvirtual |
| 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() | CSGObject | virtual |
| CMultiLaplaceInferenceMethod() | CMultiLaplaceInferenceMethod | |
| CMultiLaplaceInferenceMethod(CKernel *kernel, CFeatures *features, CMeanFunction *mean, CLabels *labels, CLikelihoodModel *model) | CMultiLaplaceInferenceMethod | |
| compute_gradient() | CLaplaceInference | protectedvirtual |
| CSGObject() | CSGObject | |
| CSGObject(const CSGObject &orig) | CSGObject | |
| deep_copy() const | CSGObject | virtual |
| equals(CSGObject *other, float64_t accuracy=0.0, bool tolerant=false) | CSGObject | virtual |
| get(const Tag< T > &_tag) const | CSGObject | |
| get(const std::string &name) const | CSGObject | |
| get_alpha() | CLaplaceInference | virtual |
| get_cholesky() | CLaplaceInference | virtual |
| get_derivative_helper(SGMatrix< float64_t > dK) | CMultiLaplaceInferenceMethod | protectedvirtual |
| shogun::CLaplaceInference::get_derivative_helper(void *p) | CInference | protectedstatic |
| get_derivative_wrt_inference_method(const TParameter *param) | CMultiLaplaceInferenceMethod | protectedvirtual |
| get_derivative_wrt_kernel(const TParameter *param) | CMultiLaplaceInferenceMethod | protectedvirtual |
| get_derivative_wrt_likelihood_model(const TParameter *param) | CMultiLaplaceInferenceMethod | protectedvirtual |
| get_derivative_wrt_mean(const TParameter *param) | CMultiLaplaceInferenceMethod | protectedvirtual |
| get_diagonal_vector() | CMultiLaplaceInferenceMethod | virtual |
| get_dpi_helper() | CMultiLaplaceInferenceMethod | protectedvirtual |
| get_features() | CInference | virtual |
| get_global_io() | CSGObject | |
| get_global_parallel() | CSGObject | |
| get_global_version() | CSGObject | |
| get_gradient(CMap< TParameter *, CSGObject * > *parameters) | CInference | virtual |
| get_inference_type() const | CMultiLaplaceInferenceMethod | virtual |
| get_kernel() | CInference | virtual |
| get_labels() | CInference | virtual |
| get_marginal_likelihood_estimate(int32_t num_importance_samples=1, float64_t ridge_size=1e-15) | CInference | |
| get_mean() | CInference | virtual |
| get_minimization_max() | CMultiLaplaceInferenceMethod | virtual |
| get_minimization_tolerance() | CMultiLaplaceInferenceMethod | virtual |
| 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() | CInference | virtual |
| get_name() const | CMultiLaplaceInferenceMethod | virtual |
| get_negative_log_marginal_likelihood() | CMultiLaplaceInferenceMethod | virtual |
| get_negative_log_marginal_likelihood_derivatives(CMap< TParameter *, CSGObject * > *parameters) | CInference | virtual |
| get_newton_iterations() | CMultiLaplaceInferenceMethod | virtual |
| get_newton_tolerance() | CMultiLaplaceInferenceMethod | virtual |
| get_posterior_covariance() | CLaplaceInference | virtual |
| get_posterior_mean() | CMultiLaplaceInferenceMethod | virtual |
| get_scale() const | CInference | virtual |
| get_value() | CInference | virtual |
| has(const std::string &name) const | CSGObject | |
| has(const Tag< T > &tag) const | CSGObject | |
| has(const std::string &name) const | CSGObject | |
| io | CSGObject | |
| is_generic(EPrimitiveType *generic) const | CSGObject | virtual |
| load_serializable(CSerializableFile *file, const char *prefix="") | CSGObject | virtual |
| load_serializable_post() | CSGObject | protectedvirtual |
| load_serializable_pre() | CSGObject | protectedvirtual |
| m_alpha | CInference | protected |
| m_dlp | CLaplaceInference | protected |
| m_E | CInference | protected |
| m_features | CInference | protected |
| m_gradient_parameters | CSGObject | |
| m_gradient_update | CInference | protected |
| m_hash | CSGObject | |
| m_iter | CMultiLaplaceInferenceMethod | protected |
| m_kernel | CInference | protected |
| m_ktrtr | CInference | protected |
| m_L | CInference | protected |
| m_labels | CInference | protected |
| m_log_scale | CInference | protected |
| m_mean | CInference | protected |
| m_minimizer | CInference | protected |
| m_model | CInference | protected |
| m_model_selection_parameters | CSGObject | |
| m_mu | CLaplaceInference | protected |
| m_nlz | CMultiLaplaceInferenceMethod | protected |
| m_opt_max | CMultiLaplaceInferenceMethod | protected |
| m_opt_tolerance | CMultiLaplaceInferenceMethod | protected |
| m_parameters | CSGObject | |
| m_Sigma | CLaplaceInference | protected |
| m_tolerance | CMultiLaplaceInferenceMethod | protected |
| m_U | CMultiLaplaceInferenceMethod | protected |
| m_W | CLaplaceInference | protected |
| obtain_from_generic(CInference *inference) | CMultiLaplaceInferenceMethod | static |
| parallel | CSGObject | |
| parameter_hash_changed() | CSGObject | virtual |
| print_modsel_params() | CSGObject | |
| print_serializable(const char *prefix="") | CSGObject | virtual |
| register_minimizer(Minimizer *minimizer) | CInference | virtual |
| register_param(Tag< T > &_tag, const T &value) | CSGObject | protected |
| register_param(const std::string &name, const T &value) | CSGObject | protected |
| save_serializable(CSerializableFile *file, const char *prefix="") | CSGObject | virtual |
| save_serializable_post() | CSGObject | protectedvirtual |
| save_serializable_pre() | CSGObject | protectedvirtual |
| set(const Tag< T > &_tag, const T &value) | CSGObject | |
| set(const std::string &name, const T &value) | CSGObject | |
| set_features(CFeatures *feat) | CInference | virtual |
| 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) | CInference | virtual |
| set_labels(CLabels *lab) | CInference | virtual |
| set_mean(CMeanFunction *m) | CInference | virtual |
| set_minimization_max(float64_t max) | CMultiLaplaceInferenceMethod | virtual |
| set_minimization_tolerance(float64_t tol) | CMultiLaplaceInferenceMethod | virtual |
| set_model(CLikelihoodModel *mod) | CInference | virtual |
| set_newton_iterations(int32_t iter) | CMultiLaplaceInferenceMethod | virtual |
| set_newton_tolerance(float64_t tol) | CMultiLaplaceInferenceMethod | virtual |
| set_scale(float64_t scale) | CInference | virtual |
| shallow_copy() const | CSGObject | virtual |
| supports_binary() const | CInference | virtual |
| supports_multiclass() const | CMultiLaplaceInferenceMethod | virtual |
| supports_regression() const | CInference | virtual |
| unset_generic() | CSGObject | |
| update() | CLaplaceInference | virtual |
| update_alpha() | CMultiLaplaceInferenceMethod | protectedvirtual |
| update_approx_cov() | CMultiLaplaceInferenceMethod | protectedvirtual |
| update_chol() | CMultiLaplaceInferenceMethod | protectedvirtual |
| update_deriv() | CMultiLaplaceInferenceMethod | protectedvirtual |
| update_parameter_hash() | CSGObject | virtual |
| update_train_kernel() | CInference | protectedvirtual |
| version | CSGObject | |
| ~CDifferentiableFunction() | CDifferentiableFunction | virtual |
| ~CInference() | CInference | virtual |
| ~CLaplaceInference() | CLaplaceInference | virtual |
| ~CMultiLaplaceInferenceMethod() | CMultiLaplaceInferenceMethod | virtual |
| ~CSGObject() | CSGObject | virtual |
