Package cc.mallet.topics

Class Summary

DMROptimizable
DMRTopicModel
HierarchicalLDA
LDA	Deprecated. Use LDAHyper instead.
LDAHyper	Latent Dirichlet Allocation with optimized hyperparameters
LDAStream
MultinomialHMM	Latent Dirichlet Allocation.
PAM4L	Four Level Pachinko Allocation with MLE learning, based on Andrew's Latent Dirichlet Allocation.
ParallelTopicModel	Simple parallel threaded implementation of LDA, following the UCI NIPS paper, with SparseLDA sampling scheme and data structure.
TopicalNGrams	Like Latent Dirichlet Allocation, but with integrated phrase discovery.
TopicAssignment	This class combines a sequence of observed features with a sequence of hidden "labels".
TopicInferencer
WorkerRunnable	A parallel topic model runnable task.