cc.mallet.topics
Class LDA

java.lang.Object
  extended by cc.mallet.topics.LDA
All Implemented Interfaces:
java.io.Serializable

Deprecated. Use ParallelTopicModel instead.

public class LDA
extends java.lang.Object
implements java.io.Serializable

Latent Dirichlet Allocation.

Author:
Andrew McCallum
See Also:
Serialized Form

Constructor Summary
LDA(int numberOfTopics)
          Deprecated.  
LDA(int numberOfTopics, double alphaSum, double beta)
          Deprecated.  
 
Method Summary
 void addDocuments(InstanceList additionalDocuments, int numIterations, int showTopicsInterval, int outputModelInterval, java.lang.String outputModelFilename, Randoms r)
          Deprecated.  
 void estimate(InstanceList documents, int numIterations, int showTopicsInterval, int outputModelInterval, java.lang.String outputModelFilename, Randoms r)
          Deprecated.  
 void estimate(int docIndexStart, int docIndexLength, int numIterations, int showTopicsInterval, int outputModelInterval, java.lang.String outputModelFilename, Randoms r)
          Deprecated.  
 int[][] getDocTopicCounts()
          Deprecated.  
 InstanceList getInstanceList()
          Deprecated.  
 int[] getTokensPerTopic()
          Deprecated.  
 int[][] getTypeTopicCounts()
          Deprecated.  
static void main(java.lang.String[] args)
          Deprecated.  
 void printDocumentTopics(java.io.File f)
          Deprecated.  
 void printDocumentTopics(java.io.PrintWriter pw)
          Deprecated.  
 void printDocumentTopics(java.io.PrintWriter pw, double threshold, int max)
          Deprecated.  
 void printState(java.io.File f)
          Deprecated.  
 void printState(java.io.PrintWriter pw)
          Deprecated.  
 void printTopWords(int numWords, boolean useNewLines)
          Deprecated.  
 void sampleTopicsForAllDocs(Randoms r)
          Deprecated.  
 void sampleTopicsForDocs(int start, int length, Randoms r)
          Deprecated.  
 void write(java.io.File f)
          Deprecated.  
 
Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
 

Constructor Detail

LDA

public LDA(int numberOfTopics)
Deprecated. 

LDA

public LDA(int numberOfTopics,
           double alphaSum,
           double beta)
Deprecated. 
Method Detail

estimate

public void estimate(InstanceList documents,
                     int numIterations,
                     int showTopicsInterval,
                     int outputModelInterval,
                     java.lang.String outputModelFilename,
                     Randoms r)
Deprecated. 

addDocuments

public void addDocuments(InstanceList additionalDocuments,
                         int numIterations,
                         int showTopicsInterval,
                         int outputModelInterval,
                         java.lang.String outputModelFilename,
                         Randoms r)
Deprecated. 

estimate

public void estimate(int docIndexStart,
                     int docIndexLength,
                     int numIterations,
                     int showTopicsInterval,
                     int outputModelInterval,
                     java.lang.String outputModelFilename,
                     Randoms r)
Deprecated. 

sampleTopicsForAllDocs

public void sampleTopicsForAllDocs(Randoms r)
Deprecated. 

sampleTopicsForDocs

public void sampleTopicsForDocs(int start,
                                int length,
                                Randoms r)
Deprecated. 

getDocTopicCounts

public int[][] getDocTopicCounts()
Deprecated. 

getTypeTopicCounts

public int[][] getTypeTopicCounts()
Deprecated. 

getTokensPerTopic

public int[] getTokensPerTopic()
Deprecated. 

printTopWords

public void printTopWords(int numWords,
                          boolean useNewLines)
Deprecated. 

printDocumentTopics

public void printDocumentTopics(java.io.File f)
                         throws java.io.IOException
Deprecated. 
Throws:
java.io.IOException

printDocumentTopics

public void printDocumentTopics(java.io.PrintWriter pw)
Deprecated. 

printDocumentTopics

public void printDocumentTopics(java.io.PrintWriter pw,
                                double threshold,
                                int max)
Deprecated. 

printState

public void printState(java.io.File f)
                throws java.io.IOException
Deprecated. 
Throws:
java.io.IOException

printState

public void printState(java.io.PrintWriter pw)
Deprecated. 

write

public void write(java.io.File f)
Deprecated. 

getInstanceList

public InstanceList getInstanceList()
Deprecated. 

main

public static void main(java.lang.String[] args)
                 throws java.io.IOException
Deprecated. 
Throws:
java.io.IOException