laszukdawid / Dynamical-systems
Models of dynamical systems
☆28Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for Dynamical-systems
- Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy☆22Updated last week
- A Python package for construction and analysis of ordinal partition networks from time-series data.☆16Updated 3 years ago
- ☆11Updated 6 years ago
- Code associated with the paper 'Higher-order structure of multivariate time series' (https://www.nature.com/articles/s41567-022-01852-0)☆39Updated last month
- Highly Comparative Graph Analysis - Code for network phenotyping☆44Updated 5 months ago
- Python module for computing Symbolic Mutual Information and symbolic Transfer of Entropy☆14Updated 6 years ago
- Detrended Fluctuation Analysis☆63Updated 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
- Embed strange attractors using a regularizer for autoencoders☆131Updated 3 years ago
- Dynamical Components Analysis☆30Updated last year
- The framework for inferring Langevin dynamics from spike data☆27Updated 2 weeks ago
- Causal Dynamic Network Modeling☆14Updated 5 years ago
- A package to study complex networks based on the temporal evolution of their Dynamic Communicability and Flow.☆10Updated 3 months ago
- Estimation, analysis and decomposition of brainwave spatiotemporal dynamics☆27Updated 3 years ago
- Copula-GP model☆15Updated last year
- Tool to numerically solve and analyse simplicial Kuramoto models.☆19Updated last year
- A Python Wrapper for the Inform Information Analysis Library☆49Updated 4 years ago
- PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym☆34Updated 2 months ago
- Using the Taken's embedding theorem to estimate the causality between variables. Based on Sugihara et al (2012) - Detecting Causality in …☆9Updated 6 years ago
- ☆17Updated 7 months ago
- Optimal Bayesian Experiment Design☆33Updated 6 months ago
- Code to evaluate nonlinear Granger causality using the kernel trick to reduce complexity☆34Updated last year