springer-math / dynamical-systems-with-applications-using-pythonLinks
Source code for 'Dynamical Systems with Applications Using Python' by Stephen Lynch
☆156Updated 7 years ago
Alternatives and similar repositories for dynamical-systems-with-applications-using-python
Users that are interested in dynamical-systems-with-applications-using-python are comparing it to the libraries listed below
Sorting:
- Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems☆149Updated 3 weeks ago
- IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Sy…☆158Updated 3 years ago
- Python notebooks for Numerical Analysis☆154Updated 4 months ago
- Python scripts connected to Strogatz's nonlinear dynamics and chaos theory text.☆96Updated 2 years ago
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆79Updated 2 years ago
- This repository contains lecture notes and codes for the course "Computational Methods for Data Science"☆53Updated 4 years ago
- An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.☆282Updated 6 months ago
- Repository for the Universal Differential Equations for Scientific Machine Learning paper, describing a computational basis for high perf…☆234Updated 2 years ago
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆154Updated 4 years ago
- Supporting material for Princeton ORF522☆14Updated 2 months ago
- Harvard Applied Math 205: Code Examples☆93Updated 3 years ago
- Course 5SSD0 - Bayesian Machine Learning and Information Processing☆50Updated 2 months ago
- kramersmoyal: Kramers-Moyal coefficients for stochastic data of any dimension, to any desired order☆75Updated 10 months ago
- Symbolic Identification of Non-linear Dynamics. The method generalizes the SINDy algorithm by combining sparse and genetic-programming-ba…☆81Updated 3 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆59Updated 3 years ago
- Matlab Toolbox for the Numerical Solution of Stochastic Differential Equations☆104Updated 5 years ago
- A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method☆81Updated this week
- 18.S096 - Applications of Scientific Machine Learning☆311Updated 3 years ago
- Introduction to Data Science for Mechanical Engineers☆25Updated 3 weeks ago
- ME 539 - Introduction to Scientific Machine Learning☆122Updated last week
- Matlab files with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems…☆308Updated last year
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆26Updated 3 years ago
- ☆74Updated last month
- Code for the book "Linear algebra, signal processing, and wavelets. A unified approach"☆52Updated 6 years ago
- ☆374Updated 4 years ago
- Data Science for Dynamical System Course☆132Updated 2 weeks ago
- Source code for 'Dynamical Systems with Applications using MATLAB®, 2ed' by Stephen Lynch http://www.springer.com/book/9783319068190☆32Updated 5 years ago
- ☆124Updated 7 years ago
- RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…☆96Updated 2 years ago
- Introduction to Python: Numerical Analysis for Engineers and Scientist. In 2017, Python became the world's most popular programming langu…☆140Updated 7 years ago