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scikit-learn-contrib
fastcan

A fast canonical-correlation-based search algorithm for feature selection, system identification, data pruning, etc.

7K 23 5
acristoffers
moirai

Digital Control Manager Backend

2K 1 1
wilsonrljr
sysidentpy

A Python Package For System Identification Using NARMAX Models

2K 497 98
MarekWadinger
tf2ss

Pure Python MIMO transfer function to state-space conversion. Easy-to-install alternative to SLYCOT with MATLAB-consistent results. No Fortran compiler required! 🚀

1K 3 0
chrystalchern
mdof

Fast and friendly system identification for structures.

989 18 28
TUM-Aries-Lab
adaptive-oscillator

Adaptive oscillators can be described as a mathematical tool able to synchronize with a rhythmic and periodic signal by continuously estimating its fundamental features (i.e. frequency, amplitude, phase, and offset).

738 0 0
onyx-robotics
onyxengine

Deploy a production-ready AI model training workflow for hardware control systems and physics simulation in minutes.

538 10 0
forgi86
pytorch-ident

A library for system identification with PyTorch

515 27 2
EthanJamesLew
autokoopman

AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.

433 82 10
sisl
ceem

Certainty-Equivalent Expectation Maximization: a scalable algorithm for system identification of partially observed systems

389 8 1
Vibration-Testing
vibrationtesting

Vibration Testing module affiliated with the in-progress manuscript Vibration Testing with Modal Analysis and Health Monitoring- Python version

324 52 21
ShuhuaGao
geppy

A framework for gene expression programming (an evolutionary algorithm) in Python

268 223 73
haozhg
osysid

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

168 32 6
haozhg
ai4sci-oml

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

129 32 6
alexgrusu
lmso-algorithm

An Optimized LMS Algorithm

110 19 4
haozhg
odmd

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

101 45 22
lvjonok
mujoco-sysid

MuJoCo System Identification tools

100 89 2
ngalioto
bside

Bayesian system identification toolbox

78 4 0
forgi86
jaxid

An experimental code base for system identification with Jax.

72 5 0
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