laszukdawid / Dynamical-systemsLinks
Models of dynamical systems
☆28Updated 7 years ago
Alternatives and similar repositories for Dynamical-systems
Users that are interested in Dynamical-systems are comparing it to the libraries listed below
Sorting:
- Code associated with the paper 'Higher-order structure of multivariate time series' (https://www.nature.com/articles/s41567-022-01852-0)☆44Updated last year
- Highly Comparative Graph Analysis - Code for network phenotyping☆50Updated last year
- Detrended Fluctuation Analysis☆64Updated 4 years ago
- The open-source toolbox of easy-to-use topological data analysis tools, developed by GDA.☆63Updated 3 years ago
- Topological Data Analysis in Python: Simplicial Complex☆124Updated this week
- A package to study complex networks based on the temporal evolution of their Dynamic Communicability and Flow.☆11Updated last year
- Measures of causal emergence from multivariate time series data.☆30Updated 3 years ago
- Causal Dynamic Network Modeling☆14Updated 6 years ago
- Worked examples about manifold learning using sklearn and jupyter☆51Updated 6 years ago
- A set of jupyter notebooks for the practice of TDA with the python Gudhi library together with popular machine learning and data sciences…☆28Updated 5 months ago
- Open-Source MATLAB toolbox for transfer entropy estimation☆62Updated 8 years ago
- Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy☆26Updated last year
- Embed strange attractors using a regularizer for autoencoders☆134Updated 4 years ago
- A Python package for construction and analysis of ordinal partition networks from time-series data.☆18Updated 8 months ago
- Estimate dynamic high-order correlations in multivariate timeseries data☆40Updated 4 months ago
- Code to evaluate nonlinear Granger causality using the kernel trick to reduce complexity☆35Updated 2 years ago
- Uncertainty and causal emergence in complex networks☆121Updated 4 years ago
- Convolution dictionary learning for time-series☆133Updated last week
- Topological Data Analysis Routines☆147Updated last week
- The Information Dynamics Toolkit xl (IDTxl) is a comprehensive software package for efficient inference of networks and their node dynami…☆281Updated 2 weeks ago
- EntroPy: complexity of time-series in Python (DEPRECATED)☆158Updated 4 years ago
- A Python Wrapper for the Inform Information Analysis Library☆55Updated 5 years ago
- Numerical toolbox developed by the Nonlinear & Biomedical Physics group at Lancaster University for analysing real-life time-series.☆37Updated 5 years ago
- Python implementation of the Kuramoto model☆161Updated 2 months ago
- Distances and representations of persistence diagrams☆132Updated this week
- Dynamic Causal Modelling for MNE and the nipy ecosystem☆22Updated 8 years ago
- IPython notebooks for EEG/MEG data processing using mne-python☆29Updated 9 years ago
- A short course for getting started with deep learning for intracranial extracellular neurophysiology.☆34Updated 3 years ago
- An open source implementation to compute bi-variate Transfer Entropy.☆31Updated 4 years ago
- C++ library for simulation of multiscale neural field dynamics☆35Updated 6 years ago