paulrozdeba / pyLyapunovLinks
Calculate the Lyapunov spectrum of a dynamical system.
☆12Updated 7 years ago
Alternatives and similar repositories for pyLyapunov
Users that are interested in pyLyapunov are comparing it to the libraries listed below
Sorting:
- Symbolic Identification of Non-linear Dynamics. The method generalizes the SINDy algorithm by combining sparse and genetic-programming-ba…☆76Updated 2 years ago
- kramersmoyal: Kramers-Moyal coefficients for stochastic data of any dimension, to any desired order☆74Updated 6 months ago
- Python wrapper of LSODA (solving ODEs) which can be called from within numba functions.☆98Updated 2 years ago
- Numerical parameter continuation in Python.☆39Updated last year
- Methods for numerical differentiation of noisy data in python☆119Updated this week
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆76Updated 2 years ago
- Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems☆119Updated 3 months ago
- AUTO is a publicly available software for continuation and bifurcation problems in ordinary differential equations originally written in …☆136Updated this week
- PySensors is a Python package for sparse sensor placement☆92Updated this week
- Python version of Rick Chartrand's algorithm for numerical differentiation of noisy data☆72Updated 4 years ago
- The Theory of Functional Connections: A functional interpolation method with applications in solving differential equations.☆40Updated last month
- Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)☆29Updated 3 years ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆25Updated 3 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆56Updated 3 years ago
- Numerical differentiation with regularization, allowing differentiation of noisy data without amplifying noise. Uses total variation and …☆30Updated 6 years ago
- This Python package aims at providing tools to study stochastic processes: integrate SDEs, solve Fokker-Planck equations, sample rare eve…☆11Updated 5 years ago
- Reduced-order modelling using an atlas of charts☆26Updated 2 years ago
- Numerically solve the Fokker-Planck equation in N dimensions☆91Updated last year
- A MATLAB package for computing the optimized dynamic mode decomposition (DMD)☆18Updated 6 years ago
- Python package to compute Lyapunov exponents, covariant Lyapunov vectors (CLV) and adjoints of a dynamical systems.☆18Updated last year
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆74Updated last week
- Two Dimensional Fokker-Planck Solver using Matlab☆19Updated 5 years ago
- Compute multidimensional volumes and monomial integrals.☆22Updated last year
- Just-in-Time Compilation for Ordinary Differential Equations☆66Updated 4 months ago
- Update PDEKoopman code to Tensorflow 2☆23Updated 4 years ago
- Pseudospectral Kolmogorov Flow Solver☆40Updated last year
- Dynamic Mode Decomposition☆59Updated 7 years ago
- ☆99Updated last year
- A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method☆80Updated this week
- Solve ODEs fast, with support for PyMC☆114Updated last year