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scipopt/PySCIPOpt ★ 993 284 APPLICATION

PySCIPOpt is a Python interface to the SCIP optimization solver, providing a comprehensive modeling environment for linear, mixed-integer, nonlinear, and constraint programming. The library wraps SCIP's C API through Cython, allowing users to formulate optimization problems using Python objects (variables, constraints, expressions) and to solve them with SCIP's state-of-the-art algorithms. The core architecture revolves around the `Model` class, which exposes all solver functionality, and a suite of plugin base classes (branching rules, heuristics, separators, constraint handlers, etc.) that enable users to customize the solution process. The expression system (`Expr`, `GenExpr`, `MatrixExpr`) supports algebraic formulation with operator overloading, while the recipes subpackage provides higher-level modeling helpers for common tasks such as piecewise linear constraints, infeasibility diagnosis, and convergence tracking. The repository is actively maintained and closely tracks SCIP releases, but also explicitly seeks new maintainers to sustain long-term development.

RATING: 9.0/10 MAINT: active DRIFT: low
▸ 5 reusable components found
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