JuliaDynamics's Projects
Dynamics of elastic hard balls in arbitrary number of dimensions in Julia
Fast, general-purpose interactive applications for complex systems
Website for JuliaDynamics and various resources, like notebooks, videos, etc.
Website for JuliaDynamics and various resources, like notebooks, videos, etc.
Painting the phase portrait of random and deterministic systems
Combine multiple types in a single one
Material for a full course on applied nonlinear dynamics, nonlinear timeseries analysis, and complex systems, in Julia
Nonlinear Dynamics: A concise introduction interlaced with code
Estimating the transfer operator (Perron Frobenius operator) and invariant measures from time series.
Collection of predefined dynamical systems for DynamicalSystems.jl
Build equations with informative errors for missing variables by explicitly assigning a process to each variable of the equations
Recurrence Quantification Analysis in Julia
C# style generators a.k.a. semi-coroutines for Julia.
Package for the Rigorous Computation of Invariant Measures
Efficient and precise algorithms for numerical analysis of fundamental frequencies
Decompose a signal/timeseries into structure and noise or seasonal and residual components
Compute exact simplex intersections in N dimensions.
Simulations of spatio temporal dynamical systems
State space reconstruction (SSR) for the study of dynamical system from time series.
The `StateSpaceSet` interface for packages of JuliaDynamics
Sampling methods for data streams
Prediction of timeseries using methods of nonlinear dynamics and timeseries analysis
A Julia package for generating timeseries surrogates
Transfer entropy (conditional mutual information) estimators for the Julia language
Transition Indicators / Early Warning Signals / Regime Shifts / Change Point Detection
This project implements the MCDTS algorithm outlined in the paper Nonlinear Dynamics volume 108, pages 1525–1545 (2022).