Giter Club home page Giter Club logo

hdp's Introduction

Hierarchical Dirichlet Processes using Direct Assignment Inference

#(C) Copyright 2016, Hesam Amoualian References :

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

G. Heinrich. "Infinite LDA" -- implementing the HDP with minimum code complexity. TN2011/1, www.arbylon.net/publications/ilda.pdf

Y.W. Teh, M.I. Jordan, M.J. Beal, D.M. Blei. Hierarchical Dirichlet Processes. JASA, 101:1566-1581, 2006

use python3 for running this code:

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

write Python3 HDPcodeup.py

hdp's People

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.