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Anchor-based topic modeling
Branch: master
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Latest commit f86cf89 Mar 18, 2019
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ankura Added example script Mar 18, 2019
scripts Added example script Mar 18, 2019
.gitignore Update scripts Apr 27, 2018
LICENSE Added LICENSE Oct 26, 2017 Added note about fork Mar 14, 2019
requirements.txt Major refactor and clean up Sep 14, 2018 Switched to setuptools Nov 13, 2018


Ankura is an implementation of the anchor words topic modeling algorithm described in Arora et al., 2013. My ultimate goal is to use this as a basis to experiment with fine-grained topic models and improving token level topic assignments. Fair warning though: this is research code and is subject to frequent breaking changes and highly experimental code. In general I cannot provide any support.

Note on Fork

You may notice that this repo was forked from the byu-aml-lab. Please note that this fork has diverged in several breaking ways. This was done solely to make my life easier, without any intention to reintegrate with the main repo.

Important Tags and Branches

  • master - token level topic assignment experiments
  • ankura2 - scalable topic based classification
  • acl17 - interactive topic modeling with tandem anchoring
  • xref - generates topic-based cross-references
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