Model Reduction Python Packages

ezyrb

Easy Reduced Basis method

3K 93 69

grid-data-models

GDM is a python package containing pydantic data models for distribution power system assets and datasets. This package is actively being developed and maintained at National Renewable Energy Laboratory (NREL).

3K 22 6

pymor

pyMOR - Model Order Reduction with Python

3K 342 118

opinf

Operator Inference for data-driven model reduction of dynamical systems.

878 82 36

rom-operator-inference

Operator inference for data-driven, non-intrusive model reduction of dynamical systems.

382 82 36

pressio4py

pressio4py: projection-based model reduction for Python

309 10 0

kpca-deeponet

Nonlinear model reduction for operator learning

185 7 1

ai4sci-oml

AI4Science: Efficient data-driven Online Model Learning (OML) / system identification and control

179 32 6

osysid

Efficient data-driven online model learning (system identification) and control

129 32 6

odmd

Online and Window Dynamic Mode Decomposition algorithms

100 45 22