Related Projects

Python Optimization Tools

• APLEpy: A Python modeling tool for linear and mixed-integer linear programs.

• Pyomo: Pyomo is a collection of Python optimization-related packages that supports a diverse set of optimization capabilities for formulating and analyzing optimization models.

• CVExp: Expression Tree Builder and Translator based on a Controlled Vocabulary

• CVXOPT (license: GPL3), a tool for convex optimization which defines its own matrix-like object and interfaces to FFTW, BLAS, and LAPACK.

• cvxpy A Python package for modeling convex optimization problems

• DEAP: Distributed Evolutionary Algorithms in Python]

• ECsPy: Evolutionary Computations in Python
   
• Mystic: An optimization framework focused on continuous optimization.
   
• NLopt: A Python interface to optimization solvers]

• NLPy: A Python optimization framework that leverages AMPL to create problem instances, which can then be processed in Python

• OpenMDAO: An open-source Multidisciplinary Design Analysis and Optimization (MDAO) framework.

• OpenOpt: A numerical optimization framework with some own solvers and connections to lots of others.

• PICOS: A user friendly interface to several conic and integer programming solvers.

• PuLP: A Python package that can be used to describe linear programming and mixed-integer linear programming optimization problems

• pycosat Python bindings for the PicoSAT solver.

• PyCpx Python wrapper for the Cplex optimization suite

• PyEvolve Genetic Algorithms in Python

• PyGLPK: A Python interface to the GLPK LP/MIP solver

• Pyiopt: A Python interface to the COIN-OR Ipopt solver

• PyLinpro: A pure simplex tableau solver for linear programming

• PyLPSolve: Python wrapper for the lpsolve optimizer

• PyMathProg: A Python reincarnation of GNU MathProg modeling language, implemented in pure Python.

• PyOpt: A Python framework with direct hooks to C/Fortan optimizers.

• pyosi: Provides a Python interface to COIN-OR's Open Solver Interface, aka OSI.
   
• python-zibopt: A Python interface to SCIP
   
• scikits.optimization is a generic optimization framework entirely written in Python
   
• yaposib: A more Pythonic interface to COIN-OR'S Open Solver Interface.

• python-constraint: A Python constraint programming package

• NumberJack: A framework for constraint programming

Packages that Include Python Bindings

• CasADi: CasADi modeling framework

• CPLEX: MILP/LP/QP solvers

• Gurobi: MILP/LP/QP solvers

• MPL: MPL modeling language

Optimization Software Projects

• Coin Bazaar: A COIN-OR project that hosts Coopr plugins