Uses of Package
cc.mallet.topics

Packages that use cc.mallet.topics

cc.mallet.classify	Classes for training and classifying instances.
cc.mallet.topics

Classes in cc.mallet.topics used by cc.mallet.classify

ParallelTopicModel
Simple parallel threaded implementation of LDA, following Newman, Asuncion, Smyth and Welling, Distributed Algorithms for Topic Models JMLR (2009), with SparseLDA sampling scheme and data structure from Yao, Mimno and McCallum, Efficient Methods for Topic Model Inference on Streaming Document Collections, KDD (2009).

Classes in cc.mallet.topics used by cc.mallet.topics

LDAHyper
Deprecated. Use ParallelTopicModel instead, which uses substantially faster data structures even for non-parallel operation.

LDAHyper.Topication
Deprecated.

MarginalProbEstimator
An implementation of topic model marginal probability estimators presented in Wallach et al., "Evaluation Methods for Topic Models", ICML (2009)

ParallelTopicModel
Simple parallel threaded implementation of LDA, following Newman, Asuncion, Smyth and Welling, Distributed Algorithms for Topic Models JMLR (2009), with SparseLDA sampling scheme and data structure from Yao, Mimno and McCallum, Efficient Methods for Topic Model Inference on Streaming Document Collections, KDD (2009).

PolylingualTopicModel
Latent Dirichlet Allocation for loosely parallel corpora in arbitrary languages

PolylingualTopicModel.TopicAssignment

TopicAssignment
This class combines a sequence of observed features with a sequence of hidden "labels".

TopicInferencer

TopicModelDiagnostics.TopicScores

WorkerRunnable
A parallel topic model runnable task.