Latent Dirichlet Allocation (MCMC with model selection)

Version 1.0.0.0 (214 KB) by Ikko
Does latent dirichlet allocation
166 Downloads
Updated 4 May 2016

View License

Do LDA by Gibbs sampling
USAGE: [Phi,Theta,L,LogLAll]=LDA_Gibbs(WS,DS, K, Alpha, Beta, Iter, BURNIN, LAG)
This function was inspired by the following code...
A Matlab demo of collapsed Gibbs sampling for learning LDA by Xiaodong Yu
http://xiaodong-yu.blogspot.jp/2009/08/matlab-demo-of-gibbs-sampling-for.html
I'd be happy to have any suggestions or comments!
本プログラムは、日本語用のテキストマイニングを行うツールボックスの中の一つとして作られました。
https://bitbucket.org/IkkoKimura/tmt/downloads
もしよろしければ、こちらの方もご参照ください。

Cite As

Ikko (2024). Latent Dirichlet Allocation (MCMC with model selection) (https://www.mathworks.com/matlabcentral/fileexchange/56919-latent-dirichlet-allocation-mcmc-with-model-selection), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2015b
Compatible with any release
Platform Compatibility
Windows macOS Linux
Categories
Find more on Text Analytics Toolbox in Help Center and MATLAB Answers

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!
Version Published Release Notes
1.0.0.0