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.