https://github.com/lettier/lda-topic-modeling

A PureScript, browser-based implementation of LDA topic modeling.
https://github.com/lettier/lda-topic-modeling

bayesian bulma bulma-css clustering data-science functional-programming gibbs-sampling latent-dirichlet-allocation lda machine-learning machine-learning-algorithms natural-language-processing nlp nlp-machine-learning purescript reactive reactive-programming text-mining thermite topic-modeling

Last synced: 21 days ago
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A PureScript, browser-based implementation of LDA topic modeling.

• Host: GitHub
• URL: https://github.com/lettier/lda-topic-modeling
• Owner: lettier
• Created: 2018-02-03T05:05:33.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2018-03-02T04:20:10.000Z (over 6 years ago)
• Last Synced: 2024-10-01T01:41:17.729Z (about 1 month ago)
• Topics: bayesian, bulma, bulma-css, clustering, data-science, functional-programming, gibbs-sampling, latent-dirichlet-allocation, lda, machine-learning, machine-learning-algorithms, natural-language-processing, nlp, nlp-machine-learning, purescript, reactive, reactive-programming, text-mining, thermite, topic-modeling
• Language: PureScript
• Homepage: https://lettier.com/lda-topic-modeling
• Size: 109 KB
• Stars: 102
• Watchers: 5
• Forks: 17
• Open Issues: 2
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-topic-models - lda-purescript - PureScript, browser-based implementation of LDA topic modeling (Models / Latent Dirichlet Allocation (LDA) [:page_facing_up:](https://www.jmlr.org/papers/volume3/blei03a/blei03a.pdf))

README

        
![LDA Topic Modeling](static/png/screenshot.png)

# LDA Topic Modeling

A PureScript, browser-based implementation of latent Dirichlet allocation (LDA) topic modeling.

Able to take in two or more documents and soft cluster them by up to four topics.  

Try it at [lettier.com/lda-topic-modeling](http://www.lettier.com/lda-topic-modeling/).

Read more about [LDA](https://medium.com/@lettier/how-does-lda-work-ill-explain-using-emoji-108abf40fa7d).

## Build and Run

```bash

# Install Git.

git clone [email protected]:lettier/lda-topic-modeling.git

cd lda-topic-modeling

# Install nvm and npm.

nvm use

npm install -g bower

npm install

bower install

npm run build

cd build/

nohup python -m http.server &> /dev/null &

python -mwebbrowser http://localhost:8000

```

## Copyright

(C) 2018 David Lettier  

[lettier.com](http://www.lettier.com/)