SHOGUN  6.1.3
CKLInference Member List

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

build_gradient_parameter_dictionary(CMap< TParameter *, CSGObject * > *dict)CSGObject
CDifferentiableFunction()CDifferentiableFunction
check_members() const CInferenceprotectedvirtual
check_variational_likelihood(CLikelihoodModel *mod) const CKLInferenceprotectedvirtual
CInference()CInference
CInference(CKernel *kernel, CFeatures *features, CMeanFunction *mean, CLabels *labels, CLikelihoodModel *model)CInference
CKLInference()CKLInference
CKLInference(CKernel *kernel, CFeatures *features, CMeanFunction *mean, CLabels *labels, CLikelihoodModel *model)CKLInference
clone()CSGObjectvirtual
clone_parameters(CSGObject *other)CSGObjectprotected
compute_gradient()CKLInferenceprotectedvirtual
CSGObject()CSGObject
CSGObject(const CSGObject &orig)CSGObject
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()=0CInferencepure virtual
get_cholesky()CKLInferencevirtual
get_derivative_related_cov(SGMatrix< float64_t > dK)=0CKLInferenceprotectedpure virtual
get_derivative_wrt_inference_method(const TParameter *param)CKLInferenceprotectedvirtual
get_derivative_wrt_kernel(const TParameter *param)CKLInferenceprotectedvirtual
get_derivative_wrt_likelihood_model(const TParameter *param)CKLInferenceprotectedvirtual
get_derivative_wrt_mean(const TParameter *param)CKLInferenceprotectedvirtual
get_diagonal_vector()=0CInferencepure virtual
get_features()CInferencevirtual
get_global_io()CSGObject
get_global_parallel()CSGObject
get_global_version()CSGObject
get_gradient(CMap< TParameter *, CSGObject * > *parameters)CInferencevirtual
get_gradient_of_nlml_wrt_parameters(SGVector< float64_t > gradient)=0CKLInferenceprotectedpure virtual
get_inference_type() const CKLInferencevirtual
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 CKLInferencevirtual
get_negative_log_marginal_likelihood()CKLInferencevirtual
get_negative_log_marginal_likelihood_derivatives(CMap< TParameter *, CSGObject * > *parameters)CInferencevirtual
get_negative_log_marginal_likelihood_helper()=0CKLInferenceprotectedpure virtual
get_nlml_wrt_parameters()CKLInferenceprotectedvirtual
get_parameters_observable()CSGObject
get_posterior_covariance()CKLInferencevirtual
get_posterior_mean()CKLInferencevirtual
get_scale() const CInferencevirtual
get_value()CInferencevirtual
get_variational_likelihood() const CKLInferenceprotectedvirtual
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
KLInferenceCostFunction classCKLInferencefriend
list_observable_parameters()CSGObject
load_serializable(CSerializableFile *file, const char *prefix="")CSGObjectvirtual
load_serializable_post()CSGObjectprotectedvirtual
load_serializable_pre()CSGObjectprotectedvirtual
m_alphaCInferenceprotected
m_ECInferenceprotected
m_exp_factorCKLInferenceprotected
m_featuresCInferenceprotected
m_gradient_parametersCSGObject
m_gradient_updateCInferenceprotected
m_hashCSGObject
m_kernelCInferenceprotected
m_ktrtrCInferenceprotected
m_LCInferenceprotected
m_labelsCInferenceprotected
m_log_scaleCInferenceprotected
m_max_attemptCKLInferenceprotected
m_meanCInferenceprotected
m_min_coeff_kernelCKLInferenceprotected
m_minimizerCInferenceprotected
m_modelCInferenceprotected
m_model_selection_parametersCSGObject
m_muCKLInferenceprotected
m_noise_factorCKLInferenceprotected
m_parametersCSGObject
m_s2CKLInferenceprotected
m_SigmaCKLInferenceprotected
observe(const ObservedValue value)CSGObjectprotected
optimization()CKLInferenceprotectedvirtual
parallelCSGObject
parameter_hash_changed()CSGObjectvirtual
precompute()=0CKLInferenceprotectedpure virtual
print_modsel_params()CSGObject
print_serializable(const char *prefix="")CSGObjectvirtual
ref()CSGObject
ref_count()CSGObject
register_minimizer(Minimizer *minimizer)CKLInferencevirtual
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_exp_factor(float64_t exp_factor)CKLInferencevirtual
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_max_attempt(index_t max_attempt)CKLInferencevirtual
set_mean(CMeanFunction *m)CInferencevirtual
set_min_coeff_kernel(float64_t min_coeff_kernel)CKLInferencevirtual
set_model(CLikelihoodModel *mod)CKLInferencevirtual
set_noise_factor(float64_t noise_factor)CKLInferencevirtual
set_scale(float64_t scale)CInferencevirtual
SGObservable typedefCSGObject
SGSubject typedefCSGObject
SGSubscriber typedefCSGObject
shallow_copy() const CSGObjectvirtual
subscribe_to_parameters(ParameterObserverInterface *obs)CSGObject
supports_binary() const CKLInferencevirtual
supports_multiclass() const CInferencevirtual
supports_regression() const CKLInferencevirtual
unref()CSGObject
unset_generic()CSGObject
update()CKLInferencevirtual
update_alpha()=0CInferenceprotectedpure virtual
update_approx_cov()=0CKLInferenceprotectedpure virtual
update_chol()=0CInferenceprotectedpure virtual
update_deriv()=0CInferenceprotectedpure virtual
update_init()CKLInferenceprotectedvirtual
update_init_helper()CKLInferenceprotectedvirtual
update_parameter_hash()CSGObjectvirtual
update_train_kernel()CInferenceprotectedvirtual
versionCSGObject
~CDifferentiableFunction()CDifferentiableFunctionvirtual
~CInference()CInferencevirtual
~CKLInference()CKLInferencevirtual
~CSGObject()CSGObjectvirtual

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