sandy4321 / lda-7 Goto Github PK

#LDA-noncollapsed gibbs sampling #(C) Copyright 2016, Hesam Amoualian inspired by Georgios Balikas code References :

D.M. Blei, A. Ng, M.I. Jordan. Latent Dirichlet Allocation. NIPS, 2002

W.M. Darling. A Theoretical and Practical Implementation Tutorial on Topic Modeling and Gibbs Sampling. School of Computer Science University of Guelph. December 1, 2011

H. Amoualian et al, Streaming-LDA: A Copula-based Approach to Modeling Topic Dependencies in Document Streams, KDD, 2016

use python3 for running this code,

needs to have toy_dataset.text and vocabulary.py in same path

Python3 Ldanoncollapse.py