https://github.com/lejon/PartiallyCollapsedLDA

Implementations of various fast parallelized samplers for LDA, including Partially Collapsed LDA, Light LDA, Partially Collapsed Light LDA and a very efficient Polya-Urn LDA
https://github.com/lejon/PartiallyCollapsedLDA

lda machine-learning machine-learning-algorithms machinelearning

Last synced: about 1 month ago
JSON representation

Implementations of various fast parallelized samplers for LDA, including Partially Collapsed LDA, Light LDA, Partially Collapsed Light LDA and a very efficient Polya-Urn LDA

• Host: GitHub
• URL: https://github.com/lejon/PartiallyCollapsedLDA
• Owner: lejon
• Created: 2015-04-21T13:20:13.000Z (over 9 years ago)
• Default Branch: master
• Last Pushed: 2023-02-12T17:25:54.000Z (almost 2 years ago)
• Last Synced: 2024-08-03T18:20:52.281Z (4 months ago)
• Topics: lda, machine-learning, machine-learning-algorithms, machinelearning
• Language: Java
• Homepage:
• Size: 31 MB
• Stars: 26
• Watchers: 8
• Forks: 20
• Open Issues: 8
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-topic-models - PartiallyCollapsedLDA - Various fast parallelized samplers for LDA, including Partially Collapsed LDA, LightLDA, Partially Collapsed Light LDA and a very efficient Polya-Urn LDA (Models / Latent Dirichlet Allocation (LDA) [:page_facing_up:](https://www.jmlr.org/papers/volume3/blei03a/blei03a.pdf))