implicit-SINDy code example from paper "Inferring Biological Networks by Sparse Identification fo Nonlinear Dynamics" http://ieeexplore.ieee.org/abstract/document/7809160/
☆32Oct 2, 2017Updated 8 years ago
Alternatives and similar repositories for iSINDy
Users that are interested in iSINDy are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆17Aug 19, 2017Updated 9 years ago
- Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆29Aug 8, 2018Updated 8 years ago
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆174Aug 3, 2021Updated 5 years ago
- ☆16Dec 18, 2023Updated 2 years ago
- ☆10Mar 8, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Bayesian autoencoders for data-driven discovery of coordinates, governing equations and fundamental constants. Proceedings of the Royal S…☆11Jul 9, 2024Updated 2 years ago
- AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.☆84May 7, 2024Updated 2 years ago
- ☆11Mar 31, 2021Updated 5 years ago
- Repository for xL-SINDy, a robust algorithm to extract Lagrangian of nonlinear dynamical systems from noisy measurement data.☆13Aug 8, 2022Updated 4 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
- a collection of modern sparse (regularized) linear regression algorithms.☆65May 10, 2020Updated 6 years ago
- Tutorial to learn the insights of the automatic LQR tuning framework proposed in our [paper](https://arxiv.org/abs/1605.01950)☆10Feb 3, 2021Updated 5 years ago
- Update PDEKoopman code to Tensorflow 2☆24Apr 27, 2021Updated 5 years ago
- Demo implementation of Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition☆37Jan 7, 2022Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆44Feb 1, 2018Updated 8 years ago
- ☆16Nov 10, 2021Updated 4 years ago
- Computing the discrete spectrum of the Koopman operator using Dynamic Mode Decomposition☆10Apr 4, 2020Updated 6 years ago
- Bayesian System IDentification☆28Jan 24, 2018Updated 8 years ago
- Heads Up No Limit Poker Solver (Tipton)☆11Nov 18, 2020Updated 5 years ago
- ☆13May 30, 2024Updated 2 years ago
- Experiment with Neural ODE on Pytorch☆14Aug 9, 2019Updated 7 years ago
- Software to train neural networks via Koopman operator theory (see Dogra and Redman "Optimizing Neural Networks via Koopman Operator Theo…☆23Apr 7, 2023Updated 3 years ago
- Implementation of Gibbs sampling for spike and slab priors☆19Mar 1, 2017Updated 9 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- neural networks to learn Koopman eigenfunctions☆494Mar 22, 2024Updated 2 years ago
- ☆311Apr 29, 2020Updated 6 years ago
- Machine learning algorithms for discovering dimensionless groups from simulation and experimental data☆19Oct 12, 2022Updated 3 years ago
- ☆13Jun 16, 2026Updated 3 months ago
- MathIOmica is a Mathematica package for omics data analyses☆13Mar 30, 2026Updated 6 months ago
- Source code for deep learning-based reduced order models for nonlinear time-dependent parametrized PDEs. Available on doi.org/10.1007/s10…☆28Sep 7, 2023Updated 3 years ago
- Standard reaction Gibbs energy estimation for biochemical reactions☆19Dec 10, 2018Updated 7 years ago
- ☆35Jan 5, 2024Updated 2 years ago
- Neural Laplace Control for Continuous-time Delayed Systems - an offline RL method combining Neural Laplace dynamics model and MPC planner…☆17Apr 26, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Apply filtering-based state estimation to determine the pose of a vehicle on the roadway☆11May 4, 2020Updated 6 years ago
- Analysis of ensembles of metabolic network reconstructions☆22Sep 3, 2026Updated 3 weeks ago
- Sample codes of CNN-SINDy based reduced-order modeling for fluid flows by Fukami et al., JFM 2021.☆30Sep 6, 2021Updated 5 years ago
- Code to Paper: On the Apparent Pareto Front of Physics-Informed Neural Networks☆15Mar 18, 2025Updated last year
- GPTIPS2F: Symbolic Regression toolbox for MATLAB evolved☆11Apr 29, 2026Updated 5 months ago
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆27Jun 25, 2020Updated 6 years ago
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆81Dec 8, 2022Updated 3 years ago