PyUoI
This repo contains the currently developed implementations of the Union of Intersection (UoI) framework. See the NIPS paper (Bouchard et al., 2017) for more details.
Installation
PyUoI can easily be installed using pip
:
pip install PyUoI
Current Implementations of UoI
Our current implementations include:
-
UoILasso
-
UoIElasticNet
-
UoINMF
See the notebooks
folder for Jupyter notebooks detailing use cases of these algorithms.