SHOGUN  6.1.3
CGMM Member List

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

build_gradient_parameter_dictionary(CMap< TParameter *, CSGObject * > *dict)CSGObject
CDistribution()CDistribution
CGMM()CGMM
CGMM(int32_t n, ECovType cov_type=FULL)CGMM
CGMM(std::vector< CGaussian * > components, SGVector< float64_t > coefficients, bool copy=false)CGMM
cleanup()CGMM
clone()CSGObjectvirtual
clone_parameters(CSGObject *other)CSGObjectprotected
cluster(SGVector< float64_t > point)CGMM
CSGObject()CSGObject
CSGObject(const CSGObject &orig)CSGObject
deep_copy() const CSGObjectvirtual
equals(CSGObject *other, float64_t accuracy=0.0, bool tolerant=false)CSGObjectvirtual
featuresCDistributionprotected
get(const Tag< T > &_tag) const CSGObject
get(const std::string &name) const CSGObject
get_coef()CGMMvirtual
get_comp()CGMMvirtual
get_component(index_t index) const CGMM
get_derivative(int32_t num_param, int32_t num_example)CDistributionvirtual
get_features()CDistributionvirtual
get_global_io()CSGObject
get_global_parallel()CSGObject
get_global_version()CSGObject
get_likelihood_example(int32_t num_example)CGMMvirtual
get_likelihood_for_all_examples()CDistributionvirtual
get_log_derivative(int32_t num_param, int32_t num_example)CGMMvirtual
get_log_likelihood()CDistributionvirtual
get_log_likelihood_example(int32_t num_example)CGMMvirtual
get_log_likelihood_sample()CDistributionvirtual
get_log_model_parameter(int32_t num_param)CGMMvirtual
get_model_parameter(int32_t num_param)CDistributionvirtual
get_modelsel_names()CSGObject
get_modsel_param_descr(const char *param_name)CSGObject
get_modsel_param_index(const char *param_name)CSGObject
get_name() const CGMMvirtual
get_nth_cov(int32_t num)CGMMvirtual
get_nth_mean(int32_t num)CGMMvirtual
get_num_components() const CGMM
get_num_model_parameters()CGMMvirtual
get_num_relevant_model_parameters()CDistributionvirtual
get_parameters_observable()CSGObject
get_pseudo_count()CDistributionvirtual
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
list_observable_parameters()CSGObject
load_serializable(CSerializableFile *file, const char *prefix="")CSGObjectvirtual
load_serializable_post()CSGObjectprotectedvirtual
load_serializable_pre()CSGObjectprotectedvirtual
m_coefficientsCGMMprotected
m_componentsCGMMprotected
m_gradient_parametersCSGObject
m_hashCSGObject
m_model_selection_parametersCSGObject
m_parametersCSGObject
max_likelihood(SGMatrix< float64_t > alpha, float64_t min_cov)CGMM
observe(const ObservedValue value)CSGObjectprotected
obtain_from_generic(CSGObject *object)CDistributionstatic
parallelCSGObject
parameter_hash_changed()CSGObjectvirtual
print_modsel_params()CSGObject
print_serializable(const char *prefix="")CSGObjectvirtual
pseudo_countCDistributionprotected
ref()CSGObject
ref_count()CSGObject
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
sample()CGMM
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_coef(const SGVector< float64_t > coefficients)CGMMvirtual
set_comp(std::vector< CGaussian * > components)CGMMvirtual
set_features(CFeatures *f)CDistributionvirtual
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_nth_cov(SGMatrix< float64_t > cov, int32_t num)CGMMvirtual
set_nth_mean(SGVector< float64_t > mean, int32_t num)CGMMvirtual
set_pseudo_count(float64_t pseudo)CDistributionvirtual
SGObservable typedefCSGObject
SGSubject typedefCSGObject
SGSubscriber typedefCSGObject
shallow_copy() const CSGObjectvirtual
subscribe_to_parameters(ParameterObserverInterface *obs)CSGObject
train(CFeatures *data=NULL)CGMMvirtual
train_em(float64_t min_cov=1e-9, int32_t max_iter=1000, float64_t min_change=1e-9)CGMM
train_smem(int32_t max_iter=100, int32_t max_cand=5, float64_t min_cov=1e-9, int32_t max_em_iter=1000, float64_t min_change=1e-9)CGMM
unref()CSGObject
unset_generic()CSGObject
update_parameter_hash()CSGObjectvirtual
update_params_em(float64_t *alpha_k, int32_t len)CDistributionvirtual
versionCSGObject
~CDistribution()CDistributionvirtual
~CGMM()CGMMvirtual
~CSGObject()CSGObjectvirtual

SHOGUN Machine Learning Toolbox - Documentation