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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: 2 months 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 (almost 7 years ago)
- Default Branch: master
- Last Pushed: 2018-03-02T04:20:10.000Z (almost 7 years ago)
- Last Synced: 2024-10-01T01:41:17.729Z (2 months 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
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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/)