Anonymous avatar Anonymous committed 9288b3e

added nmf in main

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Files changed (1)

 
     k = args["topic"]
     topwords = args["topwords"]
-    models = [lda]
     documents = map(x -> x.filename, corpus.documents)
+    models = [lda, nmf]
 
     println()
     println("> Options are:")
     println("topwords:\t$(topwords)")
     println("V:\t\t$(size(m.terms, 1))")
     println("D:\t\t$(size(corpus.documents, 1))")
+    println("Models: $(models)")
     println()
 
+    # Run each model on the corpus
     for model in models
         println("Topic modeling with $(model)")
         result = model(m, k)
                 model(m, k)
                 mean_time += time() - t0
             end
+
             println("mean time (seconds): ", mean_time / nbRuns)
         else
 
             end
 
             # Cluster documents
-            println(cluster(result, documents, 5))
+            clustering = cluster(result, documents, 5)
 
             if args["stdprint"]
                 println(topics)
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