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JuliaDynamics

This repository serves the following purposes:

  • Contains the source code for the JuliaDynamics website in the src and build folders.
  • Hosts the website via GitHub-pages and Jekyll.
  • Contains tutorials for all packages of JuliaDynamics in the tutorials folder.
  • Contains video resources for all packages of JuliaDynamics in the videos folder.

The website was modeled after the website of QuantumOptics.jl and most code that builds the site was re-used from the repository of QuantumOptics.jl (with permission).


To build locally do follow the instructions from here: https://jekyllrb.com/docs/

(install Jekyll and then do bundle exec jekyll serve which serves by default to http://localhost:4000)

JuliaDynamics's Projects

juliadynamics icon juliadynamics

Website for JuliaDynamics and various resources, like notebooks, videos, etc.

perronfrobenius.jl icon perronfrobenius.jl

Estimating the transfer operator (Perron Frobenius operator) and invariant measures from time series.

processbasedmodelling.jl icon processbasedmodelling.jl

Build equations with informative errors for missing variables by explicitly assigning a process to each variable of the equations

saokit icon saokit

Efficient and precise algorithms for numerical analysis of fundamental frequencies

transferentropy.jl icon transferentropy.jl

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

treeembedding.jl icon treeembedding.jl

This project implements the MCDTS algorithm outlined in the paper Nonlinear Dynamics volume 108, pages 1525–1545 (2022).

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