GitHub - autonlab/active-matrix-factorization: Active matrix factorization code for Active Learning and Search on Low-Rank Matrices by Sutherland, Póczos, and Schneider, KDD 2013

autonlab / active-matrix-factorization Public

Active matrix factorization code for Active Learning and Search on Low-Rank Matrices by Sutherland, Póczos, and Schneider, KDD 2013

dx.doi.org/10.1145/2487575.2487627

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Name		Name	Last commit message	Last commit date
Latest commit History 485 Commits
drugbank		drugbank
mmmf		mmmf
movielens-100k		movielens-100k
planetlab		planetlab
python-pmf		python-pmf
ratingconcentration		ratingconcentration
results		results
stan-bpmf		stan-bpmf
.gitignore		.gitignore
Makefile-template		Makefile-template
choose_training.py		choose_training.py
compare_firsts.py		compare_firsts.py
evaluations over time.ipynb		evaluations over time.ipynb
generate.py		generate.py
get_git_rev.sh		get_git_rev.sh
plot drugbank.ipynb		plot drugbank.ipynb
plot_aucs.py		plot_aucs.py
plot_results.py		plot_results.py
plotting 10x10s.ipynb		plotting 10x10s.ipynb
plotting movielens from scratch.ipynb		plotting movielens from scratch.ipynb
plotting movielens newitems.ipynb		plotting movielens newitems.ipynb
rank_sampling.ipynb		rank_sampling.ipynb
rmse difference boxplots.ipynb		rmse difference boxplots.ipynb