mravanba / BooleanFactorization

Boolean matrix factorization and noisy completion by message passing

Boolean Matrix Factorization & Boolean Matrix Completion

This is a python/Numpy implementation for Boolean matrix factorization and noisy matrix completion. To use the code, see demo.py. If you prefer implementation in Julia, please contact me.

Reference: Ravanbakhsh Siamak, Poczos Barnabas, Greiner Russell, Boolean Matrix Factorization and Noisy Completion via Message Passing, ICML 2016