Giter VIP home page Giter VIP logo

fastdtm's Introduction

FastDTM

Repo for MCMC based Dynamic Topic Model.

This code has Eigen dependency. Before running this code, please make sure you update the CMakeLists to include the Eigen directory. All of this research was done at Tsinghua University in the TSAIL group.

To-do list

  • Multithreaded implementation.
  • Create Python wrapper for the code for easier usage.
  • Create a DTM python module that can be easily pip installed.

License

MIT

Reference

If you find this implementation useful, please cite: A Bhadury, J Chen, J Zhu, and Shixia Liu. Scaling up Dynamic Topic Models. In Proceedings of the 25th International Conference on the World Wide Web, 2016. https://arxiv.org/pdf/1602.06049.pdf

fastdtm's People

Contributors

arnie0426 avatar

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.