Reproducible Research

  1. Matlab & C code for gamma belief networks can be found HERE
  2. Matlab code for random count matrices and naive Bayes classifiers using negative binomial processes can be found HERE
  3. Matlab code for Infinite Edge Partition Models (EPMs) can be found HERE
  4. Collapsed Gibbs sampling for the beta-negative binomial process can be found HERE
  5. Matlab code for a variety of negative binomial process topic models (including the gamma-NBP and beta-NBP, 08/2012 version) can be found HERE
  6. Gibbs sampling Matlab code for "Lognormal and Gamma Mixed Negative Binomial Regression" (02/16/2013 version) can be found HERE
  7. Variational Bayes Matlab code for the negative binomial distribution (10/13/2012 version, updated in Aug 2016) can be found HERE
  8. Gibbs sampling Matlab code for the negative binomial distribution (10/12/2012 version) can be found HERE
  9. BPFA Gray-scale, RGB and Hyperspectral image inpainting & denoising code (04/15/2010 version, last update 02/16/2012) can be found HERE
  10. BPFA Gray-scale and RGB image denoising code (last update 04/15/2010) can be found HERE
  11. Matlab codes and inference equations for "Non-Parametric Bayesian dictionary learning for sparse image representations" can be found HERE

© May 2016 Mingyuan Zhou