This repository contains scripts to train Topic Models on Hotel Reviews.
This work is done under the guidance of @Anupam Mediratta as an Intern.
Each folder is named according to the training method or library used.
Folder | Description |
---|---|
VanillaLDA | Gensim LDA implementation |
Mallet | MAchine Learning for LanguagE Toolkit |
lda2vec Original, lda2vec used | Mix the best parts of word2vec and LDA into a single framework |
depriciated | Gensim LDA and LSA |
lda&w2vec | Incomplete custom training algorithm |
postprocess | Scripts to process output from MALLET and Gensim LDAMallet |
conditional_prob | Scripts to generate a conditional probability matrix |