Type GmmAlgorithm
Namespace tensorflow.contrib.factorization
Parent PythonObjectContainer
Interfaces IGmmAlgorithm
Tensorflow Gaussian mixture model clustering class.
Methods
- alphas
- alphas_dyn
- assignments
- assignments_dyn
- covariances
- covariances_dyn
- init_ops_dyn
- log_likelihood_op
- log_likelihood_op_dyn
- scores
- scores_dyn
- training_ops_dyn
Properties
Fields
Public instance methods
object alphas()
object alphas_dyn()
IList<Tensor> assignments()
Returns a list of Tensors with the matrix of assignments per shard.
object assignments_dyn()
Returns a list of Tensors with the matrix of assignments per shard.
Variable covariances()
Returns the covariances matrices.
object covariances_dyn()
Returns the covariances matrices.
object init_ops_dyn()
Returns the initialization operation.
object log_likelihood_op()
Returns the log-likelihood operation.
object log_likelihood_op_dyn()
Returns the log-likelihood operation.
Tensor scores()
Returns the per-sample likelihood fo the data.
Returns
-
Tensor - Log probabilities of each data point.
object scores_dyn()
Returns the per-sample likelihood fo the data.
Returns
-
object - Log probabilities of each data point.
object training_ops_dyn()
Returns the training operation.
Public properties
object CLUSTERS_COVS_VARIABLE_dyn get; set;
object CLUSTERS_VARIABLE_dyn get; set;
object CLUSTERS_WEIGHT_dyn get; set;
object PythonObject get;
Public fields
string CLUSTERS_WEIGHT
return string
|
string CLUSTERS_VARIABLE
return string
|
string CLUSTERS_COVS_VARIABLE
return string
|