Lesson 15 Further Topics in Unsupervised Learning - adparker/GADSLA_1403 GitHub Wiki

####Slides

• Class Slides
• David Blei's Slides on LDA

#####Handouts

• LDA in Python using Gensim
  • Original Gensim Tutorial

####Links

• David. M. Blie Topic Models researcher

  • Introduction to Topic Modeling
  • Probabilistic Topic Models

• Gensim Python package for topic modelling, includes distributed and online implementation of variational LDA

• Introduction to LDA from EChen's Blog

  • EChen's Sarah Palin Mail Browser

• Demo of LDA with Gibb's Sampling to Recover "Topics" from a Corpus of Images - Mathieu's log

• Topic Modeling Bibliography