XMM - Probabilistic Models for Motion Recognition and Mapping
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xmm
SingleClassGMM
xmm::SingleClassGMM Member List
This is the complete list of members for
xmm::SingleClassGMM
, including all inherited members.
__str__
() const
xmm::Writable
inline
addCovarianceOffset
()
xmm::SingleClassGMM
protected
allocate
()
xmm::SingleClassGMM
protected
virtual
beta
xmm::SingleClassGMM
cancel_training_
xmm::SingleClassProbabilisticModel
protected
cancelTraining
()
xmm::SingleClassProbabilisticModel
cancelTrainingIfRequested
()
xmm::SingleClassProbabilisticModel
protected
check_training
() const
xmm::SingleClassProbabilisticModel
inline
protected
components
xmm::SingleClassGMM
current_regularization
xmm::SingleClassGMM
protected
emAlgorithmHasConverged
(int step, double log_prob, double old_log_prob) const
xmm::SingleClassProbabilisticModel
protected
emAlgorithmInit
(TrainingSet *trainingSet)
xmm::SingleClassGMM
protected
virtual
emAlgorithmTerminate
()
xmm::SingleClassProbabilisticModel
protected
virtual
emAlgorithmUpdate
(TrainingSet *trainingSet)
xmm::SingleClassGMM
protected
virtual
filter
(std::vector< float > const &observation)
xmm::SingleClassGMM
virtual
fromJson
(Json::Value const &root)
xmm::SingleClassGMM
virtual
HierarchicalHMM
class
xmm::SingleClassGMM
friend
initCovariances_fullyObserved
(TrainingSet *trainingSet)
xmm::SingleClassGMM
protected
initMeansWithKMeans
(TrainingSet *trainingSet)
xmm::SingleClassGMM
protected
initParametersToDefault
(std::vector< float > const &dataStddev)
xmm::SingleClassGMM
protected
is_training_
xmm::SingleClassProbabilisticModel
protected
isTraining
() const
xmm::SingleClassProbabilisticModel
label
xmm::SingleClassProbabilisticModel
likelihood
(std::vector< float > const &observation, std::vector< float > const &observation_output=null_vector_float)
xmm::SingleClassGMM
protected
likelihood_buffer_
xmm::SingleClassProbabilisticModel
protected
mixture_coeffs
xmm::SingleClassGMM
Model
class
xmm::SingleClassGMM
friend
normalizeMixtureCoeffs
()
xmm::SingleClassGMM
protected
obsProb
(const float *observation, int mixtureComponent=-1) const
xmm::SingleClassGMM
protected
obsProb_bimodal
(const float *observation_input, const float *observation_output, int mixtureComponent=-1) const
xmm::SingleClassGMM
protected
obsProb_input
(const float *observation_input, int mixtureComponent=-1) const
xmm::SingleClassGMM
protected
operator=
(SingleClassGMM const &src)
xmm::SingleClassGMM
xmm::SingleClassProbabilisticModel::operator=
(SingleClassProbabilisticModel const &src)
xmm::SingleClassProbabilisticModel
parameters
xmm::SingleClassGMM
readFile
(char *fileName)
xmm::Writable
inline
regression
(std::vector< float > const &observation_input)
xmm::SingleClassGMM
protected
reset
()
xmm::SingleClassGMM
virtual
results
xmm::SingleClassGMM
shared_parameters
xmm::SingleClassProbabilisticModel
SingleClassGMM
(std::shared_ptr< SharedParameters > p=NULL)
xmm::SingleClassGMM
SingleClassGMM
(SingleClassGMM const &src)
xmm::SingleClassGMM
SingleClassGMM
(std::shared_ptr< SharedParameters > p, Json::Value const &root)
xmm::SingleClassGMM
explicit
SingleClassHMM
class
xmm::SingleClassGMM
friend
SingleClassProbabilisticModel
(std::shared_ptr< SharedParameters > p=NULL)
xmm::SingleClassProbabilisticModel
SingleClassProbabilisticModel
(SingleClassProbabilisticModel const &src)
xmm::SingleClassProbabilisticModel
SingleClassProbabilisticModel
(std::shared_ptr< SharedParameters > p, Json::Value const &root)
xmm::SingleClassProbabilisticModel
explicit
toJson
() const
xmm::SingleClassGMM
virtual
train
(TrainingSet *trainingSet)
xmm::SingleClassProbabilisticModel
training_events
xmm::SingleClassProbabilisticModel
training_mutex_
xmm::SingleClassProbabilisticModel
protected
training_status
xmm::SingleClassProbabilisticModel
updateInverseCovariances
()
xmm::SingleClassGMM
protected
updateResults
()
xmm::SingleClassGMM
protected
writeFile
(char *fileName) const
xmm::Writable
inline
~SingleClassProbabilisticModel
()
xmm::SingleClassProbabilisticModel
virtual
~Writable
()
xmm::Writable
inline
virtual