Model Reduction Python Packages

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).

pymor

pyMOR - Model Order Reduction with Python

ezyrb

Easy Reduced Basis method

opinf

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

lattice-dsp

Stable IIR lattice filters, adaptive recursive DSP, and matrix/MIMO lattice experiments for Python.

rom-operator-inference

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

pressio4py

pressio4py: projection-based model reduction for Python

kpca-deeponet

Nonlinear model reduction for operator learning

ai4sci-oml

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

osysid

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

odmd

Online and Window Dynamic Mode Decomposition algorithms