paulrozdeba / pyLyapunovLinks
Calculate the Lyapunov spectrum of a dynamical system.
☆12Updated 8 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…☆78Updated 3 years ago
- Methods for numerical differentiation of noisy data in python☆126Updated last week
- PySensors is a Python package for sparse sensor placement☆105Updated this week
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆79Updated 2 years ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆26Updated 3 years ago
- Reduced-order modelling using an atlas of charts☆27Updated 3 years ago
- ☆100Updated 2 weeks ago
- Python version of Rick Chartrand's algorithm for numerical differentiation of noisy data☆73Updated 5 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆59Updated 3 years ago
- Data-driven reduced order modeling for nonlinear dynamical systems☆90Updated 4 months ago
- AUTO is a publicly available software for continuation and bifurcation problems in ordinary differential equations originally written in …☆138Updated 4 months ago
- A library for dimensionality reduction on spatial-temporal PDE☆70Updated last year
- ME 697 - Advanced Scientific Machine Learning☆25Updated 5 months ago
- ☆19Updated 4 years ago
- The Theory of Functional Connections: A functional interpolation method with applications in solving differential equations.☆39Updated last month
- mathLab mirror of Python Dynamic Mode Decomposition☆106Updated 7 months ago
- MATLAB codes for physics-informed dynamic mode decomposition (piDMD)☆160Updated last year
- Differentiable interface to FEniCS for JAX☆58Updated 4 years ago
- kramersmoyal: Kramers-Moyal coefficients for stochastic data of any dimension, to any desired order☆75Updated 10 months ago
- A compact, high-performance finite element analysis engine built on JAX.☆56Updated this week
- A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method☆81Updated this week
- An interpretable data-driven framework for building generative reduced order models with embedded uncertainty quantification☆35Updated 7 months ago
- A library of tools for computing variants of Dynamic Mode Decomposition☆49Updated 8 years ago
- Solve ODEs fast, with support for PyMC☆117Updated last year
- Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)☆31Updated 3 years ago
- Python wrapper of LSODA (solving ODEs) which can be called from within numba functions.☆100Updated 2 years ago
- Just-in-time compilation for delay differential equations☆59Updated 2 months ago
- PINNs-JAX, Physics-informed Neural Networks (PINNs) implemented in JAX.☆54Updated last year
- Pseudospectral Kolmogorov Flow Solver☆41Updated 2 years ago
- Python module for uncertainty quantification using a parallel sequential Monte Carlo sampler☆121Updated last month