pip install gekko

Machine learning, data science, digital twin, predictive control

Solution, Visualization, and Solvers

Full-featured Modeling,
Optimization Module

Over 11,000 Monthly Downloads

MIT Open-Source License
NSF Award #1547110

The BYU PRISM group maintains GEKKO, an object-oriented Python library that facilitates model construction, analysis tools, and visualization of simulation and optimization. More information is available at
machinelearning.byu.edu

Research Projects

Increased computational resources and data availability have triggered a new era of machine learning. Data science is motivated by more capable computing infrastructure, yet there is still need for converting algorithms into adisory systems and automation solutions. Advisory system development requires re-tooling of machine learning methods. The BYU PRISM group conducts research in methods and applications of control systems, optimization, and machine learning.

Find the Right Experience

Work with a graduate student by sponsoring a research project with a graduate student fellowship or a sponsored research contract. Graduate students work closely with companies to research and apply the latest machine learning methods. Many join the sponsoring company upon graduation.

Algorithm Development

  • Machine Learning
  • Data Science
  • Large-Scale Optimization
  • Digital Twin Simulation
  • Moving Horizon Estimation
  • Model Predictive Control