Alternatives and similar repositories for SINDy-PI

Users that are interested in SINDy-PI are comparing it to the libraries listed below

• baddoo / piDMD
  MATLAB codes for physics-informed dynamic mode decomposition (piDMD)
  ☆160Updated last year
• dynamicslab / pykoopman
  A package for computing data-driven approximations to the Koopman operator.
  ☆387Updated 11 months ago
• dynamicslab / modified-SINDy
  Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…
  ☆59Updated 3 years ago
• hyumo / pysindy-gui
  PySINDy GUI
  ☆42Updated 2 years ago
• haller-group / SSMLearn
  Data-driven reduced order modeling for nonlinear dynamical systems
  ☆90Updated 4 months ago
• mathLab / PyDMD
  mathLab mirror of Python Dynamic Mode Decomposition
  ☆106Updated 7 months ago
• dynamicslab / dominant-balance
  Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)
  ☆59Updated 4 years ago
• eigensteve / pysindy
  A package for the sparse identification of nonlinear dynamical systems from data
  ☆11Updated 5 years ago
• sklus / d3s
  Data-driven dynamical systems toolbox.
  ☆77Updated last week
• loiseaujc / SINDy
  ☆41Updated 7 years ago
• ContiPaolo / EKF-SINDy
  Empowering extended Kalman filter (EKF) with Sparse Identification of Nonlinear Dynamics (SINDy)
  ☆64Updated 6 months ago
• andreikitaitsev / SymINDy
  Symbolic Identification of Non-linear Dynamics. The method generalizes the SINDy algorithm by combining sparse and genetic-programming-ba…
  ☆78Updated 3 years ago
• GaloisInc / dlkoopman
  A general-purpose Python package for Koopman theory using deep learning.
  ☆110Updated last month
• kpchamp / SindyAutoencoders
  ☆373Updated 4 years ago
• eurika-kaiser / KRONIC
  Koopman Reduced-Order Nonlinear Identification and Control
  ☆91Updated 5 years ago
• urban-fasel / SEIR_SINDY_MPC
  ☆45Updated 4 years ago
• luckystarufo / pySINDy
  SINDy (Sparse Identification of Nonlinear Dynamics) algorithms
  ☆79Updated 2 years ago
• urban-fasel / EnsembleSINDy
  ☆25Updated 3 years ago
• mbudisic / koopman
  Koopman Mode Decomposition
  ☆73Updated 8 years ago
• jbramburger / DataDrivenDynSyst
  Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems
  ☆146Updated 2 months ago
• dynamicslab / pysensors
  PySensors is a Python package for sparse sensor placement
  ☆105Updated last week
• baddoo / LANDO
  Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)
  ☆31Updated 3 years ago
• gaoliyao / BayesianSindyAutoencoder
  Bayesian autoencoders for data-driven discovery of coordinates, governing equations and fundamental constants. Proceedings of the Royal S…
  ☆10Updated last year
• BethanyL / DeepKoopman
  neural networks to learn Koopman eigenfunctions
  ☆439Updated last year
• clegaard / deep_learning_for_dynamical_systems
  ☆89Updated 2 years ago
• dynamicslab / hydrogym
  An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.
  ☆81Updated 3 months ago
• maziarraissi / MultistepNNs
  Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems
  ☆63Updated 5 years ago
• niallmm / Hybrid-SINDy
  Sparse Identification of Nonlinear Dynamics for Hybrid Systems
  ☆26Updated 7 years ago
• zhbai / cDMDc
  Compressive dynamic mode decomposition with control for compressive system identification
  ☆40Updated 7 years ago
• maziarraissi / TutorialGP
  Tutorial on Gaussian Processes
  ☆62Updated 5 years ago