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Online inference for the Hierarchical Dirichlet Process. Fits hierarchical Dirichlet process topic models to massive data. The algorithm determines the number of topics.
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README.md
corpus.py
hdp.py
onlinehdp.py
run_hdp.py
run_online_hdp.py
utils.py

README.md

online-hdp

Online inference for the Hierarchical Dirichlet Process. Fits hierarchical Dirichlet process topic models to massive data. The algorithm determines the number of topics. Written by Chong Wang.

Reference

Chong Wang, John Paisley and David M. Blei. Online variational inference for the hierarchical Dirichlet process. In AISTATS 2011. Oral presentation. PDF

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