Pyomo
Pyomo is a Python-based open-source software package that supports a diverse set of optimization capabilities for formulating, solving, and analyzing optimization models.
Scipy
SciPy is an open source library of algorithms and mathematical tools for the Python programming language.
Others
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Pyomo runs in less than one minute and scipy takes 4 hours from question Why do IPOPT and Scipy bring different results using the same inputs, constraints and objective function? |
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Modeling in pyomo is much faster than in scipy but pyomo documentation does not seem to say explicitly if this is feasible from question Call scipy.optimize inside pyomo |