CVXPY: A Python-Embedded Modeling Language for Convex Optimization.
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Abstract
CVXPY is a domain-specific language for convex optimization embedded in Python. It allows the user to express convex optimization problems in a natural syntax that follows the math, rather than in the restrictive standard form required by solvers. CVXPY makes it easy to combine convex optimization with high-level features of Python such as parallelism and object-oriented design. CVXPY is available at http://www.cvxpy.org/ under the GPL license, along with documentation and examples.
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Authors
2Topics & keywords
Topics
Keywords
- Python (programming language)
- Programming language
- Computer science
- Regular polygon
- Syntax
- Convex optimization
- Theoretical computer science
- Mathematics
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