Projects

Scientific Software

Updated 6 months ago

SysIdentPy — Peer-reviewed • Rank 15.8 • Science 93%

SysIdentPy: A Python package for System Identification using NARMAX models - Published in JOSS (2020)

data-science dynamical-systems machine-learning narmax narx system-identification time-series

Mathematics

Scientific Software · Peer-reviewed

Updated 6 months ago

https://github.com/biaslab/lcss2024-narxefe • Rank 1.1 • Science 39%

Code, figures, animations for a NARX-EFE based agent.

active-inference free-energy-principle model-predictive-control narx

Updated 6 months ago

https://github.com/ilmarcopardo/narx • Science 26%

NARX Pytorch implementation

narx pytorch time-series time-series-regression

Updated 6 months ago

https://github.com/arbit3rr/narx-transformer-soh • Science 13%

lithium-ion-batteries narx soh state-of-health transformer

Updated 4 months ago

NonSysId: Nonlinear System Identification with Improved Model Term Selection for NARMAX Models • Science 93%

NonSysId: Nonlinear System Identification with Improved Model Term Selection for NARMAX Models - Published in JOSS (2025)

autoregressive-models dynamical-modeling dynamical-systems forward-selection machine-learning narmax narx nonlinear-dynamics orthogonal-forward-regression system-identification time-series time-series-forecasting

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Open Source Science

SysIdentPy — Peer-reviewed • Rank 15.8 • Science 93%

https://github.com/biaslab/lcss2024-narxefe • Rank 1.1 • Science 39%

https://github.com/ilmarcopardo/narx • Science 26%

https://github.com/arbit3rr/narx-transformer-soh • Science 13%

NonSysId: Nonlinear System Identification with Improved Model Term Selection for NARMAX Models • Science 93%