Catalogs

GEMSEO and its plugins provide 275 features, listed here by domain.

Tip

A feature provided by a plugin is available as soon as the plugin is installed, e.g. pip install gemseo-pymoo, and is used exactly like a feature of gemseo, e.g. scenario.execute(algo_name="PYMOO_NSGA2").

Catalog	Content	Number
Optimization	Algorithms for solving optimization problems.	41
DOE	Algorithms for sampling an input space, a.k.a. design of experiments.	30
ODE	Algorithms for solving ordinary differential equations.	6
Linear solvers	Algorithms for solving systems of linear equations.	54
Machine learning	Machine learning models for regression, classification and clustering.	22
MDA	Algorithms for solving multidisciplinary coupling equations.	7
MDO formulations	The ways of rewriting an MDO problem as an optimization problem.	8
Post-processing	Algorithms for analyzing and visualizing the results of a scenario.	29
Uncertainty quantification	Probability distributions and sensitivity analyses.	21
Disciplines	Helpers from classical Python objects and wrappers of external tools.	57

The data of these pages were collected on 2026-09-17 from the latest version of each package.