Cvxpy is what you're looking for, your variables and constraints can be defined as numpy arrays, it's game changing. It also has a giant selection of solvers, i

Cvxpy is what you're looking for, your variables and constraints can be defined as numpy arrays, it's game changing. It also has a giant selection of solvers, is open source and actively developed, and even has tensorflow integrations