Graph Topic Model (GTM) Sampling Demo

Junyu Xuan, Jie Lu & Guangquan Zhang
A Markov chain Monte Carlo (MCMC) algorithm is developed and implemented to inference the Graph Topic Model (GTM). GTM is a probabilistic graphical model for the data represented by graph structure, e.g., chemical formulas or documents. The enclosed codes are written by Matlab. 'text_gs.m' is the test program in which a synthetic dataset is simulated to demonstrate the procedure of the MCMC algorithm. When you want to use this code, you can format your data...
This data repository is not currently reporting usage information. For information on how your repository can submit usage information, please see our documentation.