4 projects
monotonicnetworks
Pytorch implementation of constrained weight operator norms for robustness and monotonicity in neural networks.
torchfire
monotonenorm
Pytorch Implementation of constrained weight operator norms for robustness and monotonicity
modeloss
Moment Decorrelation for constrained NN outputs with respect to protected attributes. (Decorrelated (flat), linear, quadratic, etc.)