AbstractTopicReports 

CopyCallable 
This task copies topicword counts from a global array to a local
threadspecific array.

DMRCallable 
A parallel Dirichletmultinomial regression topic model runnable task.

DMRInferencer 

DMROptimizable 

DMRTopicModel 

HierarchicalLDA 

HierarchicalPAM 
Hierarchical PAM, where each node in the DAG has a distribution over all topics on the
next level and one additional "nodespecific" topic.

JSONTopicReports 

LabeledLDA 
LabeledLDA

LDA 
Deprecated.

LDAHyper 
Deprecated.

LDAStream 

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

MergeCallable 
This task copies topicword counts from a global array to a local
threadspecific array.

MultinomialHMM 
Latent Dirichlet Allocation.

NonNegativeMatrixFactorization 

NPTopicModel 
A nonparametric topic model that uses the "minimal path" assumption
to reduce bookkeeping.

PAM4L 
Four Level Pachinko Allocation with MLE learning,
based on Andrew's Latent Dirichlet Allocation.

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

RTopicModel 
A wrapper for a topic model to be used from the R statistical package through rJava.

SimpleLDA 
A simple implementation of Latent Dirichlet Allocation using Gibbs sampling.

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 

TopicModelDiagnostics 

WeightedTopicModel 

WordEmbeddingCallable 

WordEmbeddings 

WorkerCallable 
A parallel topic model callable task.

WorkerRunnable 
A parallel topic model runnable task.
