CVXPY is a Python-embedded modeling language for convex optimization problems. It allows users to express problems in a natural, mathematical syntax rather than in the solver's required format. CVXPY automatically transforms the problem into a standard form, calls a solver, and converts the results back. It is commonly used for solving optimization problems in various fields such as finance, machine learning, and control systems.
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