concarne is a lightweight python framework for learning with side information (aka privileged information). concarne implements a variety of different patterns that enable to apply side information. As it builds upon Theano  and lasagne , you can use neural network structures that you have developed yourself and easily combine them with the side information learning task.
Repository: https://github.com/tu-rbo/concarne 
Accompanies paper: Patterns for Learning with Side Information 
Maintainers: Sebastian Höfer, Rico Jonschkowski
Research project: Representation Learning