Topic Model on Spark ver. 1.0

Distributed online Learning for Topic Models Paper: http://uilab.kaist.ac.kr/research/NIPSBL12/nips2012_bak_kim_oh.pdf M.S. Thesis : http://uilab.kaist.ac.kr/members/jinyeongbak/Distributed_Onlin...
  • Recent Updates Feb 22, 2016 01:41 / Package Downloaded : 23

DeepSpark ver. 1.0

Deepspark allows distributed execution of deep learning jobs on Apache Spark™ cluster of machines. It is designed to make large-scale parallel distributed deep learning jobs easy and intuitive for deve...
  • Recent Updates Feb 22, 2016 01:37 / Package Downloaded : 31

BNM ver. 1.0

It is a simple MATLAB package for functional brain network monitoring (BNM) on brain diseases. It currently supports construction of discriminative functional brain networks between patient and normal ...
  • Recent Updates Nov 30, 2015 16:45 / Package Downloaded : 36

UCBSS ver. 1.0

Introduction This source code is the implementation of the underdetermined convolutive blind source separation algorithm proposed in [1]. Quick Start At first add the “ucbss_dist” folder to MATLA...
  • Recent Updates Nov 30, 2015 16:36 / Package Downloaded : 30

TGMCMC ver. 1.0

TGMCMC is a hybrid posterior inference algorithm for normalized random measure mixture models that combines MCMC sampler and tree-based discrete approximate algorithm. It builds binary trees representi...
  • Recent Updates Nov 30, 2015 16:29 / Package Downloaded : 22

Relaxed BHC ver. 1.0

Relaxed BHC is a small-variance limit of Bayesian hierarchical clustering, and can cluster exponential family distributed datasets without knowing the number of clusters. It uses a nearest-neighbor cha...
  • Recent Updates Nov 30, 2015 16:27 / Package Downloaded : 24

DeconvNet ver. 1.0

DeconvNet is state-of-the-art semantic segmentation system that combines bottom-up region proposals with multi-layer decovolution network. Detailed description of the system will be provided by our ...
  • Recent Updates Nov 27, 2015 18:05 / Package Downloaded : 25

DecoupledNet ver. 1.0

DecoupledNet is semantic segmentation system which using heterogeneous annotations. Based on pre-trained classification network, DecoupledNet fine-tune the segmentation network with very small amount o...
  • Recent Updates Nov 27, 2015 17:57 / Package Downloaded : 22

VBMF source code ver. 1.0

VBMF_SMILE is a simple MATLAB package for learning variational Bayesian matrix factorization (VBMF). It currently supports four different learning algorithms – VBMFbias_BCDfull [1], VBMFbias_GD [2], VB...
  • Recent Updates Jun 24, 2015 11:54 / Package Downloaded : 66