https://github.com/xiaohan2012/lda_2003
Python Implementation of "Latent Dirichlet Allocation, David, Blei, 2003"
https://github.com/xiaohan2012/lda_2003
Last synced: 3 months ago
JSON representation
Python Implementation of "Latent Dirichlet Allocation, David, Blei, 2003"
- Host: GitHub
- URL: https://github.com/xiaohan2012/lda_2003
- Owner: xiaohan2012
- License: mit
- Created: 2015-08-15T22:16:53.000Z (almost 10 years ago)
- Default Branch: master
- Last Pushed: 2015-08-16T21:17:14.000Z (almost 10 years ago)
- Last Synced: 2024-04-14T18:06:58.117Z (about 1 year ago)
- Language: Python
- Size: 273 KB
- Stars: 1
- Watchers: 2
- Forks: 1
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# lda_2003
Python Implementation of "Latent Dirichlet Allocation, David, Blei, 2003"
# Example
Topics on NIPS 2014(only abstracts) are modeled. Please refer to `example.py`
# What is ready
- Estimation algorithm implementation
# What is missing
- Inference algorithm implementation
- The smoothing factor for the topic word parameter `\beta`
# WARNING
It's still unknown whether the estimation implementation is correct or not, though tests have been written and the increase of lower bound can be seen during training.