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).

5K 23 5

pymor

pyMOR - Model Order Reduction with Python

3K 347 123

ezyrb

Easy Reduced Basis method

2K 98 72

opinf

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

1K 86 37

lattice-dsp

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

405 0 0

rom-operator-inference

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

294 86 37

pressio4py

Python bindings to pressio

238 11 0

osysid

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

104 33 6

kpca-deeponet

Nonlinear model reduction for operator learning

94 7 1

odmd

AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)

76 47 22

ai4sci-oml

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

73 33 6