Algorithms for causal inference and the detection of dynamical coupling from time series, and for approximation of the transfer operator and invariant measures.

✭ 45

julia entropy time-series julia-language causal-inference mutual-information transfer-entropy cross-mapping predictive-asymmetry surrogate-data

8. DelayEmbeddings.jl

Delay coordinates embedding and Dataset definitions

✭ 21

julia timeseries chaos nonlinear nonlinear-dynamics hacktoberfest delay-embedding nonlinear-timeseries-analysis

9. ARFIMA.jl

Simulate stochastic timeseries that follow ARFIMA, ARMA, ARIMA, AR, etc. processes

✭ 44

julia timeseries arma stochastic arima autoregressive moving-average arfima

10. DynamicalBilliards.jl

An easy-to-use, modular, extendable and absurdly fast Julia package for dynamical billiards in two dimensions.

✭ 97

julia TeX geometry physics models chaos particles billiards billiard-systems julialang lyapunov-spectrum

11. RecurrenceAnalysis.jl

Recurrence Quantification Analysis in Julia

✭ 37

julia python nonlinear-dynamics hacktoberfest recurrence-quantification-analysis rqa recurence nonlinear-timeseries-analysis

12. NonlinearDynamicsTextbook

Nonlinear Dynamics: A concise introduction interlaced with code

✭ 145

julia python chaos complex-networks dynamical-systems textbook nonlinear-dynamics tipping-point bifurcation-analysis springer-book nonlinear-timeseries-analysis

13. TimeseriesSurrogates.jl

A Julia package for generating timeseries surrogates

✭ 35

julia matlab TeX timeseries hypothesis-testing hacktoberfest surrogate nonlinear-time-series surrogates

1-13 of 13 user projects