EdoardoChidichimo/HyperIT

Information-theoretic social neuroscience analyses, particularly for hyperscanning paradigms

Language: Jupyter Notebook - Size: 32 MB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 0 - Forks: 0

majianthu/pycopent

Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Mutual Information), and the statistics for multivariate normality test and two-sample test, and change point detection in Python

Language: Python - Size: 1.41 MB - Last synced: 4 days ago - Pushed: 5 days ago - Stars: 137 - Forks: 29

JuliaDynamics/CausalityTools.jl

Algorithms for detecting associations, dynamical influences and causal inference from data.

Language: Julia - Size: 30.2 MB - Last synced: 10 days ago - Pushed: 4 months ago - Stars: 132 - Forks: 10

DarkEyes/VLTimeSeriesCausality

A framework to infer causality on a pair of time series of real numbers based on Variable-lag Granger causality and transfer entropy.

Language: R - Size: 5.47 MB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 45 - Forks: 9

patrk/pyPTE

Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy

Language: Python - Size: 141 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 23 - Forks: 6

jlizier/jidt

JIDT: Java Information Dynamics Toolkit for studying information-theoretic measures of computation in complex systems

Language: Java - Size: 48.6 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 241 - Forks: 69

pwollstadt/IDTxl

The Information Dynamics Toolkit xl (IDTxl) is a comprehensive software package for efficient inference of networks and their node dynamics from multivariate time series data using information theory.

Language: Python - Size: 57.5 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 231 - Forks: 72

JuliaDynamics/TransferEntropy.jl

Transfer entropy (conditional mutual information) estimators for the Julia language

Language: Julia - Size: 1.72 MB - Last synced: 10 days ago - Pushed: over 1 year ago - Stars: 11 - Forks: 5

majianthu/copent

R package for estimating copula entropy (mutual information), transfer entropy (conditional mutual information), and the statistic for multivariate normality test and two-sample test

Language: R - Size: 61.5 KB - Last synced: 12 days ago - Pushed: 10 months ago - Stars: 38 - Forks: 9

ruteee/TransferEntropy

Python Implementation of Transfer Entropy Method

Language: Jupyter Notebook - Size: 10.7 KB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 21 - Forks: 2

ruteee/DetectionCausalRelationshipsTimeSeries

Code for paper "A method for detecting causal relationships between industrial alarm variables using Transfer entropy and K2-Algorithm"

Language: Jupyter Notebook - Size: 313 KB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 13 - Forks: 8

ELIFE-ASU/Inform

A cross platform C library for information analysis of dynamical systems

Language: C - Size: 707 KB - Last synced: 4 days ago - Pushed: over 2 years ago - Stars: 21 - Forks: 3

ACHARYAkishor/Transfer-Entropy

Calculation of Renye Transfer Entropy

Language: Jupyter Notebook - Size: 62.5 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

majianthu/transferentropy

Code for the paper "Estimating Transfer Entropy via Copula Entropy"

Language: R - Size: 46.9 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 30 - Forks: 10

Stfort52/NOLAN

TENET refined

Language: Python - Size: 14.6 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

shixnya/transfer-entropy-toolbox

A suite of MATLAB/C and C++ tools for computing standard and extended versions of Thomas Schreiber's transfer entropy on sparse, binary time series.

Language: C++ - Size: 44.9 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 3 - Forks: 0

marcbrittain/Transfer_Entropy

Language: Jupyter Notebook - Size: 410 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 9 - Forks: 2

mariogutierrezroig/smite

Python module for computing Symbolic Mutual Information and symbolic Transfer of Entropy

Language: Python - Size: 5.86 KB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 11 - Forks: 2

dpshorten/CoTETE.jl

Continuous-Time Event-based Transfer Entropy

Language: Julia - Size: 938 KB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 4 - Forks: 1