plda

Type Members

1. class CVB0PLDA extends PLDA[SoftAssignmentModelState, CVB0PLDADocument, (String, Array[Array[Double]])] with SoftAssignmentModel[PLDAModelParams, PLDADocumentParams, CVB0PLDADocument]

   CVB0 inference for PLDA.

2. class CVB0PLDADocument extends SoftAssignmentDocument

   CVB0PLDA document.

3. case class CustomKTopicsPerLabel (map: Map[String, Int]) extends NumTopicsPerLabelParams with Product with Serializable

   Sepcifies the specific number of topics per label via a map.

4. trait NumTopicsPerLabelParams extends AnyRef

   Parameters describing how many topics per label.

5. trait PLDA [ModelState, Doc <: Stateful[DocState], DocState] extends TopicModel[PLDAModelParams, ModelState, LabeledLDADocumentParams, Doc, DocState] with ClosedTopicSet with DirichletTermSmoothing with DirichletTopicSmoothing

   PLDA models.

6. type PLDADocumentParams = LabeledLDADocumentParams

   Definition Classes

   package

7. case class PLDAModelParams (numLatentTopics: Int, numTopicsPerLabel: Array[Int], numTerms: Int, topicSmoothing: DirichletParams, termSmoothing: DirichletParams, labelIndex: Option[Index[String]], topicIndex: Option[Index[String]], termIndex: Option[Index[String]], tokenizer: Option[Tokenizer]) extends Product with Serializable

   Parameters describing PLDA models.

8. case class SharedKTopicsPerLabel (k: Int) extends NumTopicsPerLabelParams with Product with Serializable

   Specifies extactly k topics should be available on each label.