https://github.com/siddk/topic-models

Repository containing implementations of several Topic Models (i.e LDA, HDP-LDA) from scratch.
https://github.com/siddk/topic-models

Last synced: 5 months ago
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Repository containing implementations of several Topic Models (i.e LDA, HDP-LDA) from scratch.

• Host: GitHub
• URL: https://github.com/siddk/topic-models
• Owner: siddk
• Created: 2016-03-16T20:30:10.000Z (almost 10 years ago)
• Default Branch: master
• Last Pushed: 2016-04-09T20:58:58.000Z (over 9 years ago)
• Last Synced: 2025-07-25T03:48:44.044Z (5 months ago)
• Language: Python
• Size: 15.6 KB
• Stars: 2
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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# Topic Models

Repository containing implementations of several Topic Models (i.e LDA, HDP-LDA) from scratch.

1. Latent Dirichlet Allocation (/lda)

    - Contains an implementation of LDA from scratch, using collapsed gibbs sampling.

2. Hierarchical Dirichlet Process - Latent Dirichlet Allocation (/hdp)

    - Contains an implementation of HDP-LDA (Infinite Topic LDA) from scratch, using the Chinese

      Restaurant Franchise and collapsed gibbs sampling.