https://github.com/JuliaDynamics/TransferEntropy.jl

Transfer entropy (conditional mutual information) estimators for the Julia language
https://github.com/JuliaDynamics/TransferEntropy.jl

causality-detection hacktoberfest julia mutual-information nonlinear-timeseries-analysis transfer-entropy

Last synced: about 2 months ago
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Transfer entropy (conditional mutual information) estimators for the Julia language

• Host: GitHub
• URL: https://github.com/JuliaDynamics/TransferEntropy.jl
• Owner: JuliaDynamics
• License: other
• Created: 2017-12-24T13:30:25.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2022-11-06T17:25:26.000Z (almost 2 years ago)
• Last Synced: 2024-07-09T21:58:41.007Z (2 months ago)
• Topics: causality-detection, hacktoberfest, julia, mutual-information, nonlinear-timeseries-analysis, transfer-entropy
• Language: Julia
• Homepage: https://juliadynamics.github.io/CausalityTools.jl/stable/
• Size: 1.72 MB
• Stars: 12
• Watchers: 3
• Forks: 5
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG.md
  • License: LICENSE.md

Awesome Lists containing this project

• awesome-sciml - JuliaDynamics/TransferEntropy.jl: Transfer entropy (conditional mutual information) estimators for the Julia language

README

        
# TransferEntropy.jl

[![CI](https://github.com/juliadynamics/TransferEntropy.jl/workflows/CI/badge.svg)](https://github.com/JuliaDynamics/TransferEntropy.jl/actions)

[![](https://img.shields.io/badge/docs-latest_tagged-blue.svg)](https://juliadynamics.github.io/CausalityTools.jl/stable/TransferEntropy/)

[![](https://img.shields.io/badge/docs-dev_(master)-blue.svg)](https://juliadynamics.github.io/CausalityTools.jl/dev/TransferEntropy/)

[![codecov](https://codecov.io/gh/JuliaDynamics/TransferEntropy.jl/branch/master/graph/badge.svg?token=6XlPGg5nRG)](https://codecov.io/gh/JuliaDynamics/TransferEntropy.jl)

Julia package for computing transfer entropy (TE) and mutual information (I).

This package provides essential algorithms for the [`CausalityTools.jl`](https://github.com/juliadynamics/CausalityTools.jl) package, and uses entropy computations from [`Entropies.jl`](https://github.com/juliadynamics/Entropies.jl).