A package for the sparse identification of nonlinear dynamical systems from data
☆1,816Mar 24, 2026Updated last month
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:
- ☆381Oct 15, 2021Updated 4 years ago
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆165Aug 3, 2021Updated 4 years ago
- A package for computing data-driven approximations to the Koopman operator.☆423Jan 22, 2026Updated 3 months ago
- Python Dynamic Mode Decomposition☆1,220Dec 19, 2025Updated 4 months ago
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆79Dec 8, 2022Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆278Nov 4, 2022Updated 3 years ago
- ☆304Apr 29, 2020Updated 6 years ago
- PySINDy GUI☆47Apr 15, 2023Updated 3 years ago
- Symbolic Identification of Non-linear Dynamics. The method generalizes the SINDy algorithm by combining sparse and genetic-programming-ba…☆87Aug 15, 2022Updated 3 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆60May 20, 2022Updated 3 years ago
- IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Sy…☆986Jan 21, 2024Updated 2 years ago
- PySensors is a Python package for sparse sensor placement☆113Feb 17, 2026Updated 2 months ago
- High-Performance Symbolic Regression in Python and Julia☆3,522Apr 20, 2026Updated last week
- Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation☆856Mar 30, 2026Updated last month
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆27Jan 12, 2022Updated 4 years ago
- ☆30Mar 18, 2020Updated 6 years ago
- a collection of modern sparse (regularized) linear regression algorithms.☆65May 10, 2020Updated 5 years ago
- A package for the sparse identification of nonlinear dynamical systems from data☆11Mar 3, 2020Updated 6 years ago
- Physics-informed learning of governing equations from scarce data☆170Jul 19, 2023Updated 2 years ago
- neural networks to learn Koopman eigenfunctions☆481Mar 22, 2024Updated 2 years ago
- A library for scientific machine learning and physics-informed learning☆4,106Mar 1, 2026Updated 2 months ago
- Systems Identification Package for PYthon☆330Oct 14, 2025Updated 6 months ago
- ☆14Jan 22, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆17Aug 19, 2017Updated 8 years ago
- Methods for numerical differentiation of noisy data in python☆132Apr 3, 2026Updated 3 weeks ago
- Code for "SINDy-RL for Interpretable and Efficient Model-Based Reinforcement Learning" by Zolman et al.☆171Mar 28, 2026Updated last month
- Discovers high dimensional models from 1D data using deep delay autoencoders☆39Feb 20, 2023Updated 3 years ago
- ☆48Aug 31, 2021Updated 4 years ago
- Optimal numerical differentiation of noisy time series data in python.☆68Dec 8, 2025Updated 4 months ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆26Feb 24, 2022Updated 4 years ago
- Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations☆5,800Feb 11, 2026Updated 2 months ago
- ☆18Oct 19, 2020Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- pyMOR - Model Order Reduction with Python☆343Apr 23, 2026Updated last week
- A Python Package For System Identification Using NARMAX Models☆495Apr 4, 2026Updated 3 weeks ago
- Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆28Aug 8, 2018Updated 7 years ago
- ☆29Jun 7, 2018Updated 7 years ago
- Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization☆425Updated this week
- Learning in infinite dimension with neural operators.☆3,584Feb 24, 2026Updated 2 months ago
- Koopman Reduced-Order Nonlinear Identification and Control☆94Apr 14, 2020Updated 6 years ago