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Class Summary | |
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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. |
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