SHOGUN  6.0.0
CExactInferenceMethod Member List

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

build_gradient_parameter_dictionary(CMap< TParameter *, CSGObject *> *dict)CSGObject
CDifferentiableFunction()CDifferentiableFunction
CExactInferenceMethod()CExactInferenceMethod
CExactInferenceMethod(CKernel *kernel, CFeatures *features, CMeanFunction *mean, CLabels *labels, CLikelihoodModel *model)CExactInferenceMethod
check_members() constCExactInferenceMethodprotectedvirtual
CInference()CInference
CInference(CKernel *kernel, CFeatures *features, CMeanFunction *mean, CLabels *labels, CLikelihoodModel *model)CInference
clone()CSGObjectvirtual
clone_parameters(CSGObject *other)CSGObjectprotected
compute_gradient()CExactInferenceMethodprotectedvirtual
CSGObject()CSGObject
CSGObject(const CSGObject &orig)CSGObject
deep_copy() constCSGObjectvirtual
equals(CSGObject *other, float64_t accuracy=0.0, bool tolerant=false)CSGObjectvirtual
get(const Tag< T > &_tag) constCSGObject
get(const std::string &name) constCSGObject
get_alpha()CExactInferenceMethodvirtual
get_cholesky()CExactInferenceMethodvirtual
get_derivative_wrt_inference_method(const TParameter *param)CExactInferenceMethodprotectedvirtual
get_derivative_wrt_kernel(const TParameter *param)CExactInferenceMethodprotectedvirtual
get_derivative_wrt_likelihood_model(const TParameter *param)CExactInferenceMethodprotectedvirtual
get_derivative_wrt_mean(const TParameter *param)CExactInferenceMethodprotectedvirtual
get_diagonal_vector()CExactInferenceMethodvirtual
get_features()CInferencevirtual
get_global_io()CSGObject
get_global_parallel()CSGObject
get_global_version()CSGObject
get_gradient(CMap< TParameter *, CSGObject *> *parameters)CInferencevirtual
get_inference_type() constCExactInferenceMethodvirtual
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() constCExactInferenceMethodvirtual
get_negative_log_marginal_likelihood()CExactInferenceMethodvirtual
get_negative_log_marginal_likelihood_derivatives(CMap< TParameter *, CSGObject *> *parameters)CInferencevirtual
get_posterior_covariance()CExactInferenceMethodvirtual
get_posterior_mean()CExactInferenceMethodvirtual
get_scale() constCInferencevirtual
get_value()CInferencevirtual
has(const std::string &name) constCSGObject
has(const Tag< T > &tag) constCSGObject
has(const std::string &name) constCSGObject
ioCSGObject
is_generic(EPrimitiveType *generic) constCSGObjectvirtual
load_serializable(CSerializableFile *file, const char *prefix="")CSGObjectvirtual
load_serializable_post()CSGObjectprotectedvirtual
load_serializable_pre()CSGObjectprotectedvirtual
m_alphaCInferenceprotected
m_ECInferenceprotected
m_featuresCInferenceprotected
m_gradient_parametersCSGObject
m_gradient_updateCInferenceprotected
m_hashCSGObject
m_kernelCInferenceprotected
m_ktrtrCInferenceprotected
m_LCInferenceprotected
m_labelsCInferenceprotected
m_log_scaleCInferenceprotected
m_meanCInferenceprotected
m_minimizerCInferenceprotected
m_modelCInferenceprotected
m_model_selection_parametersCSGObject
m_parametersCSGObject
obtain_from_generic(CInference *inference)CExactInferenceMethodstatic
parallelCSGObject
parameter_hash_changed()CSGObjectvirtual
print_modsel_params()CSGObject
print_serializable(const char *prefix="")CSGObjectvirtual
register_minimizer(Minimizer *minimizer)CExactInferenceMethodvirtual
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
shallow_copy() constCSGObjectvirtual
supports_binary() constCInferencevirtual
supports_multiclass() constCInferencevirtual
supports_regression() constCExactInferenceMethodvirtual
unset_generic()CSGObject
update()CExactInferenceMethodvirtual
update_alpha()CExactInferenceMethodprotectedvirtual
update_chol()CExactInferenceMethodprotectedvirtual
update_cov()CExactInferenceMethodprotectedvirtual
update_deriv()CExactInferenceMethodprotectedvirtual
update_mean()CExactInferenceMethodprotectedvirtual
update_parameter_hash()CSGObjectvirtual
update_train_kernel()CInferenceprotectedvirtual
versionCSGObject
~CDifferentiableFunction()CDifferentiableFunctionvirtual
~CExactInferenceMethod()CExactInferenceMethodvirtual
~CInference()CInferencevirtual
~CSGObject()CSGObjectvirtual

SHOGUN Machine Learning Toolbox - Documentation