MatthieuDarcy / KernelFlowsLinks
☆12Updated 3 years ago
Alternatives and similar repositories for KernelFlows
Users that are interested in KernelFlows are comparing it to the libraries listed below
Sorting:
- Discovers high dimensional models from 1D data using deep delay autoencoders☆37Updated 2 years ago
- ☆373Updated 4 years ago
- neural networks to learn Koopman eigenfunctions☆437Updated last year
- ☆194Updated 6 months ago
- Deep learning assisted dynamic mode decomposition☆19Updated 4 years ago
- RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…☆96Updated 2 years ago
- PySHRED: Package for Shallow Recurrent Decoding☆19Updated 4 months ago
- Code and files related to random side projects☆21Updated 3 years ago
- ☆67Updated last year
- ☆41Updated 7 years ago
- Heterogeneous Multi-output Gaussian Processes☆53Updated 5 years ago
- ☆30Updated 7 years ago
- Multi-Output Gaussian Process Toolkit☆176Updated 4 months ago
- A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.☆47Updated last year
- PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning☆35Updated 3 years ago
- Data-driven modeling of chaotic systems in the form of SDEs and nonlinear observation maps☆19Updated 5 years ago
- Variational Gaussian Process State-Space Models☆25Updated 9 years ago
- A simulation of the Kuramoto-Sivashinsky Equation in Python and MATLAB☆27Updated 6 years ago
- A package for computing data-driven approximations to the Koopman operator.☆387Updated 11 months ago
- ☆264Updated 2 years ago
- Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)☆31Updated 3 years ago
- A Python package to learn the Koopman operator.☆63Updated this week
- Linear and non-linear spectral forecasting algorithms☆137Updated 4 years ago
- Introduction to Uncertainty Quantification☆254Updated 3 years ago
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆153Updated 4 years ago
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆79Updated 2 years ago
- Consistent Koopman Autoencoders☆74Updated 2 years ago
- ☆49Updated last year
- Accompanying code for "State Estimation of a Physical System without Governing Equations"☆90Updated last year
- Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB☆230Updated 2 years ago