CVB0 learning and inference for LabeledLDA.
CVB0LabeledLDA document.
Labeled LDA with learning and inference via collapsed gibbs sampling.
Holds a set of active labels, a bag of observations, and an assignment for each observation.
LabeledLDA models are supervised topic models as described in Ramage, Hall, Nallapati, and Manning EMNLP 2009.
Labeled LDA model companion - LDA models are all local-update models.
An LabeledLDA dataset is a collection of items; each item has an ID (retrieved with the getID function), a sequence of terms (retrieved with the getTerms function), and a set of labels (retrieved with the getLabels function).
Labeled LDA documents contain a set of word observations, a set of labels, and a distribution over model labels.
Parameters describing a single Labeled LDA document.
Parameters describing LabeledLDA models.
Support methods for GibbsLabeledLDA.
More static constructors for Dataset.