Alternatives and similar repositories for iSINDy

Users that are interested in iSINDy are comparing it to the libraries listed below

• niallmm / Hybrid-SINDy

  View on GitHub
  Sparse Identification of Nonlinear Dynamics for Hybrid Systems
  ☆28Aug 8, 2018Updated 7 years ago
• niallmm / SINDy_AIC

  View on GitHub
  combination of sparse identification of nonlinear dynamics with Akaike information criteria
  ☆16Aug 19, 2017Updated 8 years ago
• dynamicslab / SINDy-PI

  View on GitHub
  SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics
  ☆161Aug 3, 2021Updated 4 years ago
• kpchamp / MultiscaleDiscovery

  View on GitHub
  ☆30Jun 7, 2018Updated 7 years ago
• mpimd-csc / RK4-SinDy

  View on GitHub
  ☆14Nov 10, 2021Updated 4 years ago
• Baldea-Group / DySMHO

  View on GitHub
  ☆10Mar 8, 2023Updated 2 years ago
• SchatzLabGT / SymbolicRegression

  View on GitHub
  ☆11Mar 31, 2021Updated 4 years ago
• gaoliyao / BayesianSindyAutoencoder

  View on GitHub
  Bayesian autoencoders for data-driven discovery of coordinates, governing equations and fundamental constants. Proceedings of the Royal S…
  ☆11Jul 9, 2024Updated last year
• gmiaslab / mathiomica

  View on GitHub
  MathIOmica is a Mathematica package for omics data analyses
  ☆12Aug 4, 2023Updated 2 years ago
• loiseaujc / SINDy

  View on GitHub
  ☆44Feb 1, 2018Updated 8 years ago
• panweihit / BSID

  View on GitHub
  Bayesian System IDentification
  ☆28Jan 24, 2018Updated 8 years ago
• AdamPurnomo / Extended-Lagrangian-SINDy-xL-SINDy-

  View on GitHub
  Repository for xL-SINDy, a robust algorithm to extract Lagrangian of nonlinear dynamical systems from noisy measurement data.
  ☆11Aug 8, 2022Updated 3 years ago
• mandubian / pytorch-neural-ode

  View on GitHub
  Experiment with Neural ODE on Pytorch
  ☆14Aug 9, 2019Updated 6 years ago
• arbabiha / DMD-for-ergodic-systems

  View on GitHub
  Computing the discrete spectrum of the Koopman operator using Dynamic Mode Decomposition
  ☆10Apr 4, 2020Updated 5 years ago
• mlpotter / DeepKoopmanLusch

  View on GitHub
  PyTorch Implementation of Lusch et al DeepKoopman
  ☆16Jan 5, 2023Updated 3 years ago
• shaoanlu / COVID-19-SINDY

  View on GitHub
  Use SINDY algorithm to discover a dynamical system from coronavirus data
  ☆13Apr 9, 2024Updated last year
• markovmodel / thermotools

  View on GitHub
  Winter is coming...
  ☆14Jan 23, 2019Updated 7 years ago
• sethhirsh / BayesianSindy

  View on GitHub
  ☆14Jan 22, 2022Updated 4 years ago
• eladnoor / component-contribution

  View on GitHub
  Standard reaction Gibbs energy estimation for biochemical reactions
  ☆19Dec 10, 2018Updated 7 years ago
• Ohjeah / sparsereg

  View on GitHub
  a collection of modern sparse (regularized) linear regression algorithms.
  ☆65May 10, 2020Updated 5 years ago
• ningliu-iga / DAFNO

  View on GitHub
  Domain Agnostic Fourier Neural Operators (DAFNO)
  ☆19Sep 3, 2024Updated last year
• zr777777777777 / BO-SA-PINNs

  View on GitHub
  ☆12Aug 22, 2025Updated 5 months ago
• Extrality / NACA_simulation

  View on GitHub
  Python scripts to run resolution of the Reynolds-Averaged-Navier-Stokes equations over NACA 4 and 5 digits airfoils.
  ☆24Jan 9, 2025Updated last year
• AsaCooperStickland / Spike_And_Slab

  View on GitHub
  Implementation of Gibbs sampling for spike and slab priors
  ☆18Mar 1, 2017Updated 8 years ago
• kamerlinlab / KIN

  View on GitHub
  Repo for the publication titled: "Key Interaction Networks: Identifying Evolutionarily Conserved Non-Covalent Interaction Networks Across…
  ☆18Nov 14, 2023Updated 2 years ago
• n-takeishi / learning-kis

  View on GitHub
  Demo implementation of Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition
  ☆40Jan 7, 2022Updated 4 years ago
• BethanyL / DeepKoopman

  View on GitHub
  neural networks to learn Koopman eigenfunctions
  ☆467Mar 22, 2024Updated last year
• urban-fasel / EnsembleSINDy

  View on GitHub
  ☆27Jan 12, 2022Updated 4 years ago
• opencobra / Medusa

  View on GitHub
  Analysis of ensembles of metabolic network reconstructions
  ☆21Updated this week
• CraigGin / PDEKoopman2

  View on GitHub
  Update PDEKoopman code to Tensorflow 2
  ☆24Apr 27, 2021Updated 4 years ago
• luckystarufo / pySINDy

  View on GitHub
  SINDy (Sparse Identification of Nonlinear Dynamics) algorithms
  ☆79Dec 8, 2022Updated 3 years ago
• william-redman / Koopman-Neural-Network-Training

  View on GitHub
  Software to train neural networks via Koopman operator theory (see Dogra and Redman "Optimizing Neural Networks via Koopman Operator Theo…
  ☆21Apr 7, 2023Updated 2 years ago
• dynamicslab / langevin-regression

  View on GitHub
  Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton
  ☆27Feb 24, 2022Updated 3 years ago
• kfukami / CNN-SINDy-MLROM

  View on GitHub
  Sample codes of CNN-SINDy based reduced-order modeling for fluid flows by Fukami et al., JFM 2021.
  ☆29Sep 6, 2021Updated 4 years ago
• stefaniafresca / DL-ROM-Meth

  View on GitHub
  Source code for deep learning-based reduced order models for nonlinear time-dependent parametrized PDEs. Available on doi.org/10.1007/s10…
  ☆27Sep 7, 2023Updated 2 years ago
• briandesilva / discovery-of-physics-from-data

  View on GitHub
  Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"
  ☆28Jun 25, 2020Updated 5 years ago
• dynamicslab / dominant-balance

  View on GitHub
  Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)
  ☆62Jan 8, 2021Updated 5 years ago
• DENG-MIT / Stiff-PINN

  View on GitHub
  Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics
  ☆67May 8, 2022Updated 3 years ago
• PredictiveIntelligenceLab / GP-NODEs

  View on GitHub
  ☆28Oct 26, 2022Updated 3 years ago