Alternatives and similar repositories for SindyAutoencoders:

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

• dynamicslab / pykoopman
  A package for computing data-driven approximations to the Koopman operator.
  ☆342Updated 4 months ago
• BethanyL / DeepKoopman
  neural networks to learn Koopman eigenfunctions
  ☆397Updated 11 months ago
• dynamicslab / SINDy-PI
  SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics
  ☆141Updated 3 years ago
• josephbakarji / deep-delay-autoencoder
  Discovers high dimensional models from 1D data using deep delay autoencoders
  ☆34Updated 2 years ago
• dynamicslab / pysindy
  A package for the sparse identification of nonlinear dynamical systems from data
  ☆1,542Updated last month
• PyDMD / PyDMD
  Python Dynamic Mode Decomposition
  ☆953Updated this week
• MilesCranmer / lagrangian_nns
  Lagrangian Neural Networks
  ☆483Updated 8 months ago
• luckystarufo / pySINDy
  SINDy (Sparse Identification of Nonlinear Dynamics) algorithms
  ☆74Updated 2 years ago
• snagcliffs / PDE-FIND
  ☆247Updated 2 years ago
• williamgilpin / dysts
  Hundreds of strange attractors
  ☆439Updated last week
• GaloisInc / dlkoopman
  A general-purpose Python package for Koopman theory using deep learning.
  ☆97Updated last month
• loiseaujc / SINDy
  ☆41Updated 7 years ago
• Crunch-UQ4MI / neuraluq
  ☆169Updated last year
• helange23 / from_fourier_to_koopman
  Linear and non-linear spectral forecasting algorithms
  ☆137Updated 4 years ago
• andreikitaitsev / SymINDy
  Symbolic Identification of Non-linear Dynamics. The method generalizes the SINDy algorithm by combining sparse and genetic-programming-ba…
  ☆75Updated 2 years ago
• eigensteve / pysindy
  A package for the sparse identification of nonlinear dynamical systems from data
  ☆11Updated 5 years ago
• dynamicslab / modified-SINDy
  Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…
  ☆54Updated 2 years ago
• greydanus / hamiltonian-nn
  Code for our paper "Hamiltonian Neural Networks"
  ☆454Updated 3 years ago
• baddoo / piDMD
  MATLAB codes for physics-informed dynamic mode decomposition (piDMD)
  ☆137Updated last year
• Koopman-Laboratory / KoopmanLab
  A library for Koopman Neural Operator with Pytorch.
  ☆268Updated 5 months ago
• zabaras / transformer-physx
  Transformers for modeling physical systems
  ☆135Updated last year
• baddoo / LANDO
  Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)
  ☆28Updated 3 years ago
• NeuroDiffGym / neurodiffeq
  A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, i…
  ☆733Updated 3 weeks ago
• hyumo / pysindy-gui
  PySINDy GUI
  ☆37Updated last year
• clegaard / deep_learning_for_dynamical_systems
  ☆86Updated 2 years ago
• jbramburger / DataDrivenDynSyst
  Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems
  ☆104Updated this week
• PredictiveIntelligenceLab / jaxpi
  ☆277Updated last week
• sklus / d3s
  Data-driven dynamical systems toolbox.
  ☆73Updated last month
• ChrisRackauckas / universal_differential_equations
  Repository for the Universal Differential Equations for Scientific Machine Learning paper, describing a computational basis for high perf…
  ☆222Updated 2 years ago
• mathLab / PyDMD
  mathLab mirror of Python Dynamic Mode Decomposition
  ☆84Updated 2 weeks ago