daandouwe / lda Public

Notifications You must be signed in to change notification settings
Fork 0
Star 0

Latent Dirichlet allocation (LDA) with different flavours of inference.

0 stars 0 forks Branches Tags Activity

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
gibbs		gibbs
gibbs_cython		gibbs_cython
vi		vi
vi_cython		vi_cython
.gitignore		.gitignore
README.md		README.md
scikit-lda.py		scikit-lda.py

Repository files navigation

Latent Dirichlet Allocation

LDA with different flavours of inference. Speed thanks to Cython.

Collapsed Gibbs sampling
(Online) variational inference
coming up Autoencoding variational inference ('amortized')

TODO

Clean up!
Add references to borrowed code / inspiration.

Extensions

Correlated LDA using Gibbs sampling with Polya-Gamma Augmentation, following Dependent Multinomial Models Made Easy: Stick Breaking with the Po ́lya-Gamma Augmentation

About

Latent Dirichlet allocation (LDA) with different flavours of inference.

Report repository

Releases

No releases published

Packages

No packages published

Languages

Python 100.0%