angelikipapana / PTE-variantsLinks
Estimation of Transfer Entropy, Partial Transfer Entropy and variants of Partial Transfer Entropy
☆15Updated 2 years ago
Alternatives and similar repositories for PTE-variants
Users that are interested in PTE-variants are comparing it to the libraries listed below
Sorting:
- Granger Causality library in python☆38Updated 4 years ago
- A simple Multivariate Granger Causality (MVGC) python tool rewritten from part of Matlab MVGC toolbox☆25Updated 7 years ago
- Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy☆26Updated last year
- Granger causality discovery for neural networks.☆229Updated 4 years ago
- M/EEG brain age benchmark paper☆29Updated 2 years ago
- Code to evaluate nonlinear Granger causality using the kernel trick to reduce complexity☆35Updated 2 years ago
- Partial conditional mutual information from mixed embedding for coupling estimation in multivariate time series. We also use transfer ent…☆13Updated 5 years ago
- Statistical Recurrent Unit based time series generative models for detecting nonlinear Granger causality☆35Updated 5 years ago
- Implementation of the ICML 2024 paper "Discovering Mixtures of Structural Causal Models from Time Series Data"☆23Updated 5 months ago
- Open-Source MATLAB toolbox for transfer entropy estimation☆62Updated 8 years ago
- Self-Tuning Optimized Kalman Filtering (STOK) + DyNet simulation + connectivity metrics☆13Updated 4 years ago
- Hidden Markov Modelling of M/EEG data.☆18Updated 4 years ago
- Python code for the Riemannian Procrustes Analysis (RPA) method☆48Updated last year
- PyTorch implementation of "Seeing the forest and the tree: Building representations of both individual and collective dynamics with trans…☆14Updated 2 years ago
- Copula Granger causality for continuous time series☆12Updated 8 years ago
- ☆11Updated 3 years ago
- ☆11Updated 8 years ago
- Functions for calculating mutual information and other information theoretic quantities using a parametric Gaussian copula.☆99Updated 5 years ago
- Measures of causal emergence from multivariate time series data.☆30Updated 3 years ago
- Highly Comparative Graph Analysis - Code for network phenotyping☆50Updated last year
- Multi-task regression in Python☆25Updated 4 years ago
- This repository contains research code for the paper "Generating realistic neurophysiological time series with denoising diffusion probab…☆84Updated 7 months ago
- Code accompanying publication on GED tutorial☆33Updated 3 years ago
- MATLAB and Python code for analyses and modelling human ephys data☆13Updated 2 years ago
- hctsa tutorial using the five-class Bonn EEG dataset☆32Updated 2 years ago
- A repository for using the distributed information bottleneck to locate information in data☆17Updated last year
- Benchmarks for Out-of-Distribution Generalization in Time Series Tasks☆70Updated 3 years ago
- An interpretable framework for inferring nonlinear multivariate Granger causality based on self-explaining neural networks.☆79Updated 2 years ago
- Pipeline for structured coupled matrix-tensor factorization of EEG-fMRI data☆10Updated 4 years ago
- Matlab pipeline for simulating dynamical networks and evaluating dynamic community tracking methods, including CPM, MMM and DPPM☆13Updated 5 years ago