Teaching topic models
Code for our submission to the 2016 IJCAI workshop on Interactive Machine Learning: Connecting Humans and Machines, "Toward a general, scaleable framework for Bayesian teaching with applications to topic models" (ArXiv Preprint).
Installation
Add the install directory to your PYTHONPATH and execute
python setup.py develop
To run tests:
python setup.py test
Tested on OSX, Ubuntu, and REHL.
Use
Run some of the scripts in the ldateach/experiments directory. Some of these may take more time than you are willing to wait, so feel free to tweak the number of runs, samples, etc to bring the runtime down.