danieleavitabile / nonlinear-dynamical-systems-course-tutorials
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
- Reduced-order modelling using an atlas of charts☆25Updated 2 years ago
- Python package for automated bifurcation analysis and parameter continuations, based on Auto-07p.☆22Updated 3 weeks ago
- Code for "Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations"☆9Updated 3 years ago
- Exercises and examples for the latent dynamics workshop☆17Updated last year
- Machine Learning with Echo State Networks, a scikit-learn compatible package.☆38Updated 3 months ago
- This is material written for the masterclass Numerical and Analytical Methods for Spatially-Extended Neurobiological Networks, held at th…☆11Updated 10 months ago
- Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.☆85Updated last week
- ☆23Updated last year
- a Python package for unbiased estimation of timescales and hypothesis testing☆26Updated 2 months ago
- Two Dimensional Fokker-Planck Solver using Matlab☆19Updated 5 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
- A framework for simulating mean-field neural mass models of spiking neurons, comparing them to large network simulations, and predicting …☆16Updated 4 years ago
- Neuronal Network Meanfield Toolbox - official documentation: https://nnmt.readthedocs.io☆13Updated last year
- A MATLAB package for computing the optimized dynamic mode decomposition (DMD)☆18Updated 6 years ago
- Analysis of hippocampal activity in the towers task☆19Updated 3 years ago
- This repository contains lecture notes and codes for the course "Computational Methods for Data Science"☆51Updated 4 years ago
- A collection of matplotlib style sheets and plotting tools for publication-ready figures☆14Updated 2 years ago
- ☆14Updated 11 months ago
- Code for Galgali et al, 2023☆13Updated 2 years ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- Update PDEKoopman code to Tensorflow 2☆23Updated 3 years ago
- ☆29Updated 2 years ago
- Bayesian Dynamic Mode Decomposition (Bayesian DMD)☆18Updated 3 years ago
- pythorcn implementation of a vanilla RNN☆11Updated 3 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆21Updated last year
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆34Updated last year
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆33Updated last year
- MyST markdown paper template with actions☆13Updated 2 years ago
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Updated 7 years ago
- Model fitting toolbox for the Brian 2 simulator☆14Updated last year