fabridamicelli / kuramotoLinks
Python implementation of the Kuramoto model
☆161Updated last month
Alternatives and similar repositories for kuramoto
Users that are interested in kuramoto are comparing it to the libraries listed below
Sorting:
- The Information Dynamics Toolkit xl (IDTxl) is a comprehensive software package for efficient inference of networks and their node dynami…☆280Updated this week
- Machine Learning with Echo State Networks, a scikit-learn compatible package.☆44Updated last month
- Python package for calculating various information measures, including entropy, mutual information, transfer entropy, and more, with supp…☆35Updated last month
- a Python package for unbiased estimation of timescales and hypothesis testing☆27Updated 6 months ago
- Comparative analysis of pairwise interactions in multivariate time series.☆245Updated 2 months ago
- Estimation, analysis and decomposition of brainwave spatiotemporal dynamics☆30Updated 4 years ago
- An open source implementation to compute bi-variate Transfer Entropy.☆30Updated 4 years ago
- Exercises and examples for the latent dynamics workshop☆19Updated 4 months ago
- Entropy rate estimators for neuroscience☆27Updated 4 years ago
- ☆33Updated last year
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆85Updated this week
- The framework for inferring Langevin dynamics from spike data☆47Updated 6 months ago
- Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy☆26Updated last year
- Numerical toolbox developed by the Nonlinear & Biomedical Physics group at Lancaster University for analysing real-life time-series.☆37Updated 5 years ago
- Code for "Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations"☆13Updated 4 years ago
- A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks☆40Updated last year
- Highly Comparative Graph Analysis - Code for network phenotyping☆50Updated last year
- A Python package for construction and analysis of ordinal partition networks from time-series data.☆18Updated 8 months ago
- Code associated with the paper 'Higher-order structure of multivariate time series' (https://www.nature.com/articles/s41567-022-01852-0)☆44Updated last year
- Open-Source MATLAB toolbox for transfer entropy estimation☆61Updated 7 years ago
- Python implementation of MODA, a numerical toolbox developed by the Nonlinear & Biomedical Physics group at Lancaster University.☆23Updated 2 years ago
- A Python module implementing some standard algorithms used in nonlinear time series analysis☆188Updated last year
- ☆31Updated last year
- A nonlinear time series analysis toolbox☆12Updated 3 years ago
- Rate model implementations for (adaptive) integrate-and-fire neurons based on the Fokker-Planck equation: (i) numerical (finite volume) s…☆10Updated 6 years ago
- This repository contains code for (1) generating example neural responses from an Izhikevich model, and (2) fitting a GLM to neural respo…☆13Updated 2 years ago
- Using the Taken's embedding theorem to estimate the causality between variables. Based on Sugihara et al (2012) - Detecting Causality in …☆13Updated 7 years ago
- This reading list is centered around the practical application of linear dynamical systems models to predict neural data☆41Updated 3 years ago
- This repository contains research code for the paper "Generating realistic neurophysiological time series with denoising diffusion probab…☆84Updated 6 months ago
- Preferential Subspace Identification Algorithm☆54Updated 5 months ago