danieleavitabile / nonlinear-dynamical-systems-course-tutorialsLinks
Tutorial for the course Nonlinear Dynamical Systems - Part 3
☆11Updated 2 years ago
Alternatives and similar repositories for nonlinear-dynamical-systems-course-tutorials
Users that are interested in nonlinear-dynamical-systems-course-tutorials are comparing it to the libraries listed below
Sorting:
- Python package for automated bifurcation analysis and parameter continuations, based on Auto-07p.☆22Updated 2 months ago
- Reduced-order modelling using an atlas of charts☆26Updated 2 years ago
- Low-dimensional PCA-derived manifolds and everything in between!☆16Updated 9 months ago
- ☆17Updated 4 years ago
- A MATLAB package for computing the optimized dynamic mode decomposition (DMD)☆18Updated 6 years ago
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆38Updated last year
- Bayesian Dynamic Mode Decomposition (Bayesian DMD)☆18Updated 3 years ago
- This is material written for the masterclass Numerical and Analytical Methods for Spatially-Extended Neurobiological Networks, held at th…☆17Updated last year
- Code for paper Sparse identification of nonlinear dynamics with Shallow Recurrent Decoder Networks.☆27Updated 2 weeks ago
- Two Dimensional Fokker-Planck Solver using Matlab☆19Updated 5 years ago
- ☆29Updated 7 years ago
- Dynamic Mode Decomposition☆59Updated 7 years ago
- This repository contains the main scripts for local linear segmentation and subsequent analysis of the resulting model space☆15Updated 4 years ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Updated 7 years ago
- Symbolic Identification of Non-linear Dynamics. The method generalizes the SINDy algorithm by combining sparse and genetic-programming-ba…☆76Updated 2 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
- Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems☆119Updated 3 months ago
- MATLAB packages accompanying the review article "The Multiverse of Dynamic Mode Decomposition Algorithms"☆16Updated last year
- Exercises and examples for the latent dynamics workshop☆17Updated last year
- Solve the advection diffusion equations looped into an optimization problem with JAX/autodiff☆12Updated last month
- This repository contains lecture notes and codes for the course "Computational Methods for Data Science"☆53Updated 4 years ago
- Model fitting toolbox for the Brian 2 simulator☆16Updated last year
- Update PDEKoopman code to Tensorflow 2☆23Updated 4 years ago
- Slides + Source Code + Data for an introductory course to NumPy, Matplotlib, SciPy, Scikit-Learn & TensorFlow Keras☆25Updated 3 years ago
- Python version of Rick Chartrand's algorithm for numerical differentiation of noisy data☆72Updated 4 years ago
- Biophysics-based prediction of LFPs from point-neuron networks☆10Updated last year
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆56Updated 3 years ago
- MyST markdown paper template with actions☆13Updated 2 years ago
- Compressive dynamic mode decomposition with control for compressive system identification☆40Updated 7 years ago
- Automated dynamical systems inference☆38Updated last year