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CVXPY is a Python-embedded modeling language for convex optimization problems. It allows users to express optimization problems in a natural mathematical syntax and automatically transforms these problems to standard form, making it valuable for machine learning, statistics, and engineering applications. The library provides robust error handling and supports multiple solvers.