springer-math / dynamical-systems-with-applications-using-python
Source code for 'Dynamical Systems with Applications Using Python' by Stephen Lynch
☆152Updated 6 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
- Python notebooks for Numerical Analysis☆139Updated last year
- IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Sy…☆135Updated 3 years ago
- Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems☆105Updated last week
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆74Updated 2 years ago
- Source code for 'Numerical Python Second Edition' by Robert Johansson☆139Updated 6 years ago
- Symbolic Identification of Non-linear Dynamics. The method generalizes the SINDy algorithm by combining sparse and genetic-programming-ba…☆75Updated 2 years ago
- Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization☆557Updated 2 months ago
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆141Updated 3 years ago
- 18.S096 - Applications of Scientific Machine Learning☆310Updated 2 years ago
- An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.☆274Updated 2 years ago
- Python scripts connected to Strogatz's nonlinear dynamics and chaos theory text.☆93Updated last year
- Harvard Applied Math 205: Code Examples☆83Updated 2 years ago
- Resources for the book "Programming for Computations" by S. Linge and H. P. Langtangen☆121Updated 2 years ago
- Uncertainpy: a Python toolbox for uncertainty quantification and sensitivity analysis, tailored towards computational neuroscience.☆228Updated 2 years ago
- Matlab files with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems…☆285Updated last year
- kramersmoyal: Kramers-Moyal coefficients for stochastic data of any dimension, to any desired order☆72Updated 2 months ago
- Easy access in Python to a large collection of ODE solvers☆121Updated 4 years ago
- Scipy-based Delay Differential Equation (DDE) solver☆36Updated 6 months ago
- Lagrangian Neural Networks☆483Updated 8 months ago
- PyDSTool main development repo☆172Updated last year
- ☆41Updated 7 years ago
- ☆349Updated 3 years ago
- Numerically solve the Fokker-Planck equation in N dimensions☆88Updated last year
- Introduction to Python: Numerical Analysis for Engineers and Scientist. In 2017, Python became the world's most popular programming langu…☆137Updated 6 years ago
- Introduction to Scientific Computing with Python☆54Updated last year
- PySINDy GUI☆37Updated last year
- IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Sy…☆881Updated last year
- Jupyter notebooks for Dynamics and Control☆269Updated 3 months ago
- Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)☆55Updated 4 years ago
- Nonlinear Dynamics: A concise introduction interlaced with code☆240Updated 8 months ago