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bab2min / tomotopy

Python package of Tomoto, the Topic Modeling Tool
https://bab2min.github.io/tomotopy
MIT License
559 stars 63 forks source link

[feature request] Partially Labeled LDA #8

Closed Dobatymo closed 4 years ago

Dobatymo commented 5 years ago

Hi, your library is aweseome!

Would it be possible to implement Partially Labeled LDA? See paper: Partially labeled topic models for interpretable text mining

It's a generalization and includes standard LDA and Labeled LDA as special cases.

There is an unofficial Java implementation gdebasis/splda. I am not 100% confident about its correctness however.

Thanks for your great work.

bab2min commented 5 years ago

Oh, hi! Thank you for your attention! I didn't know about Partially Labeled LDA, but it seems interesting! I will try to implement this model. If you get another good material or code, please let me know.

Dobatymo commented 5 years ago

I am currently working on a pure Python implementation based on the above Java code. https://github.com/Dobatymo/python-topic-models I am trying to implement everything as clear as possible.

bab2min commented 4 years ago

PLDAModel was added into package at 0.4.0 version