Deep Learning, Optimization, Neural Networks, Convex Optimization, Trends.
optimizations in python (source) For practical use in Deel Learning, they also provides PyTorch and Tensorflow implementations of CVXPY called cvxpylayers. CVXPY also provides fool proof to detect if the objective function is DCP(disciplined convex problem) to prevent misset. Pytorch implementation