MColbrook / DMD-MultiverseLinks
MATLAB packages accompanying the review article "The Multiverse of Dynamic Mode Decomposition Algorithms"
☆20Updated last year
Alternatives and similar repositories for DMD-Multiverse
Users that are interested in DMD-Multiverse are comparing it to the libraries listed below
Sorting:
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆42Updated last year
- Compute spectral measures of self-adjoint operators☆21Updated 3 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆61Updated 3 years ago
- A curated list of awesome Scientific Machine Learning (SciML) papers, resources and software☆77Updated 2 years ago
- ☆21Updated 5 years ago
- General purpose code and examples for the mpEDMD algorithm.☆16Updated 2 years ago
- A zoo of implementations of differential equation problems in NumPy and JAX. Oscillators, chemical reactions, n-body problems, epidemiolo…☆17Updated 2 years ago
- Software to train neural networks via Koopman operator theory (see Dogra and Redman "Optimizing Neural Networks via Koopman Operator Theo…☆21Updated 2 years ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆30Updated 3 years ago
- ☆30Updated 7 years ago
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆79Updated 3 years ago
- AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)☆45Updated 3 years ago
- An open-source toolkit for entropic data analysis☆28Updated last year
- Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆28Updated 7 years ago
- A hackable Lyapunov exponents calculator☆14Updated 5 years ago
- An integrated demo: Gaussian processes for PDEs and inverse problems☆16Updated 6 months ago
- Orthogonal polynomials with JAX☆26Updated 2 weeks ago
- Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)☆31Updated 4 years ago
- Stiff Neural Ordinary Differential Equations☆35Updated 2 years ago
- Reduced-order modelling using an atlas of charts☆28Updated 3 years ago
- Holmes-Nemenman modified KSG continuous entropy estimator☆17Updated 4 years ago
- ☆40Updated 4 years ago
- kramersmoyal: Kramers-Moyal coefficients for stochastic data of any dimension, to any desired order☆75Updated last year
- Data-driven dynamical systems toolbox.☆80Updated last week
- a collection of modern sparse (regularized) linear regression algorithms.☆65Updated 5 years ago
- ☆32Updated last year
- Efficient Differentiable n-d PDE solvers in JAX.☆52Updated this week
- Dynamic Mode Decomposition☆61Updated 8 years ago
- ☆10Updated 2 months ago
- Tensor Train Toolbox☆125Updated 3 months ago