GEKKO Optimization Suite

GEKKO is a Python package for machine learning and optimization of mixed-integer and differential algebraic equations (DAE) systems, coupled with large-scale solvers for various programming types (LP, QP, NLP, MILP, MINLP). It provides an object-oriented interface to the APMonitor optimization suite, supporting modes like parameter regression, dynamic data reconciliation, real-time optimization, dynamic simulation, and nonlinear predictive control. Currently at version 1.3.2, GEKKO is actively maintained with frequent releases and consistently sees over 100,000 downloads per month.