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Model Reduction Python Packages

Python packages with the GitHub topic model-reduction. Sorted by relevance, with stars and monthly downloads.
mathLab
ezyrb

Easy Reduced Basis method

3K 93 69
NREL-Distribution-Suites
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

pyMOR - Model Order Reduction with Python

3K 342 118
operator-inference
opinf

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

878 82 36
Willcox-Research-Group
rom-operator-inference

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

382 82 36
Pressio
pressio4py

pressio4py: projection-based model reduction for Python

309 10 0
HamidrezaEiv
kpca-deeponet

Nonlinear model reduction for operator learning

185 7 1
haozhg
ai4sci-oml

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

179 32 6
haozhg
osysid

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

129 32 6
haozhg
odmd

Online and Window Dynamic Mode Decomposition algorithms

100 45 22
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