CVXPY

CVXPY is a Python-embedded modeling language for convex optimization problems. It allows users to express optimization problems in a natural way that follows mathematical notation, automatically transforming them into standard form, calling a solver, and unpacking the results. It is actively maintained with frequent patch releases, and major versions (e.g., 1.8.x) are supported with bugfixes while the next major release (e.g., 1.9) is under development, with older major versions no longer officially supported.