over-parametrization

Computing various norms/measures on over-parametrized neural networks

generalization-bounds

Computing various measures and generalization bounds on convolutional and fully connected networks

path-sgd

Path-SGD: Path-Normalized Optimization in Deep Neural Networks

asymcode

The package for LIN:LIN and LIN:V methods to generate asymmetric binary hashes ("The power of asymmetry in Binary Hashing" published in NIPS 2013).