SINDy (Sparse Identification of Nonlinear Dynamics) algorithms
☆79Dec 8, 2022Updated 3 years ago
Alternatives and similar repositories for pySINDy
Users that are interested in pySINDy are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A package for the sparse identification of nonlinear dynamical systems from data☆1,779Mar 18, 2026Updated last week
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆17Aug 19, 2017Updated 8 years ago
- ☆44Feb 1, 2018Updated 8 years ago
- KTH-FlowAI / Towards-extraction-of-orthogonal-and-parsimonious-non-linear-modes-from-turbulent-flows☆12Apr 5, 2023Updated 2 years ago
- Code for data-assisted reduced-order modeling of extreme events in complex dynamical systems, available on arXiv: https://arxiv.org/abs/1…☆22Aug 22, 2018Updated 7 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Source code for deep learning-based reduced order models in cardiac electrophysiology. Available on doi.org/10.1371/journal.pone.0239416.☆16Sep 7, 2023Updated 2 years ago
- Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆28Aug 8, 2018Updated 7 years ago
- ☆297Apr 29, 2020Updated 5 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆61May 20, 2022Updated 3 years ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆27Feb 24, 2022Updated 4 years ago
- ☆21Sep 28, 2020Updated 5 years ago
- a collection of modern sparse (regularized) linear regression algorithms.☆65May 10, 2020Updated 5 years ago
- ☆18Oct 19, 2020Updated 5 years ago
- Data-driven Identification of 2D Partial Differential Equations using Extracted Physical Features☆12Apr 23, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Python Dynamic Mode Decomposition☆1,199Dec 19, 2025Updated 3 months ago
- Differential equation solvers☆14Feb 22, 2026Updated last month
- implicit-SINDy code example from paper "Inferring Biological Networks by Sparse Identification fo Nonlinear Dynamics" http://ieeexplore.i…☆31Oct 2, 2017Updated 8 years ago
- ☆20May 29, 2020Updated 5 years ago
- Automated dynamical systems inference☆38Jul 5, 2023Updated 2 years ago
- MATLAB codes for physics-informed dynamic mode decomposition (piDMD)☆165Feb 21, 2024Updated 2 years ago
- A package for computing data-driven approximations to the Koopman operator.