articlePubMedApr 1, 2016GREEN OA

CVXPY: A Python-Embedded Modeling Language for Convex Optimization.

Stanford University

PubMed
Indexed inpubmed

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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682
total citations
FWCI
70.67
Percentile
100%
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12
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Authors

2

Topics & keywords

Keywords
  • Python (programming language)
  • Programming language
  • Computer science
  • Regular polygon
  • Syntax
  • Convex optimization
  • Theoretical computer science
  • Mathematics
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