JuliaDynamics

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61 repositories

CriticalTransitions.jl
Public
A Julia package for critical transitions in dynamical systems with time-dependent forcing
simulation tipping-points dynamical-systems modelling stochastic-differential-equations critical-transitions large-deviation-theory
Julia
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MIT License
•4•30•23•4•Updated Jan 6, 2025Jan 6, 2025
LightSumTypes.jl
Public
Easy-to-use sum types in Julia
julia structs macros type-system union-types sum-types syntactic-macros single-inheritance
Julia
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MIT License
•1•43•1•0•Updated Jan 5, 2025Jan 5, 2025
Associations.jl
Public
Algorithms for quantifying associations, independence testing and causal inference from data.
entropy time-series julia julia-language network-inference hacktoberfest associations causal-inference mutual-information distance-correlation
Julia
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Other
•14•154•47•6•Updated Jan 3, 2025Jan 3, 2025
DynamicalSystemsDocs.jl
Public
Ecosystem-wide docbuild for the DynamicalSystems.jl project using MultiDocumenter.jl
Julia
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Other
•1•1•0•0•Updated Jan 3, 2025Jan 3, 2025
DynamicalSystemsBase.jl
Public template
Definition of dynamical systems and integrators for DynamicalSystems.jl
julia chaos nonlinear dynamical-systems hacktoberfest
Julia
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Other
•29•56•14•1•Updated Jan 2, 2025Jan 2, 2025
PeriodicOrbits.jl
Public
Interface and algorithms for finding periodic orbits (stable or unstable) in dynamical systems
dynamical-systems hacktoberfest stability-analysis periodic-orbits limit-cycle
Julia
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Other
•2•9•6•1•Updated Dec 29, 2024Dec 29, 2024
Agents.jl
Public
Agent-based modeling framework in Julia
cellular-automata abm simulation-framework agent-based-modeling complex-systems agents hacktoberfest julialang heterogeneous-agent-model individual-based-modelling
Julia
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MIT License
•126•781•80•4•Updated Dec 21, 2024Dec 21, 2024
ConcurrentSim.jl
Public
A discrete event process oriented simulation framework written in Julia. Formerly named SimJulia!
julia discrete-event network-simulator discrete-event-simulation event-scheduler
Julia
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MIT License
•35•178•11•2•Updated Dec 19, 2024Dec 19, 2024
StreamSampling.jl
Public
Sampling methods for data streams
statistics julia streams sampling reservoir-sampling sampling-methods stream-sampling sampling-theory
Julia
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MIT License
•1•28•1•0•Updated Dec 16, 2024Dec 16, 2024
Attractors.jl
Public
Find attractors (and their basins) of dynamical systems. Perform global continuation. Study global stability (a.k.a. non-local, or resilience). Also tipping points functionality.
tipping-points nonlinear continuation hacktoberfest attractors basins-of-attraction
Julia
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MIT License
•6•37•27•2•Updated Dec 13, 2024Dec 13, 2024
ComplexityMeasures.jl
Public
Estimators for probabilities, entropies, and other complexity measures derived from data in the context of nonlinear dynamics and complex systems
frequency entropy julia probability nonlinear state-space complexity complex-systems nonlinear-dynamics hacktoberfest
Julia
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MIT License
•14•63•47•4•Updated Dec 10, 2024Dec 10, 2024
DynamicalSystems.jl
Public
Award winning software library for nonlinear dynamics and nonlinear timeseries analysis
entropy physics mathematics chaos nonlinear complexity dynamical-systems nonlinear-dynamics hacktoberfest lyapunov
Julia
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Other
•95•856•11•0•Updated Dec 9, 2024Dec 9, 2024
PredefinedDynamicalSystems.jl
Public
Collection of predefined dynamical systems for DynamicalSystems.jl
Julia
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Other
•10•10•3•0•Updated Dec 9, 2024Dec 9, 2024
ResumableFunctions.jl
Public
C# style generators a.k.a. semi-coroutines for Julia.
julia stackless finite-state-machine semi-coroutine iterator
Julia
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Other
•21•161•9•1•Updated Dec 6, 2024Dec 6, 2024
NetworkDynamics.jl
Public
Julia package for simulating Dynamics on Networks
nonlinear ode networks dynamical-systems differential-equations dae julialang differential-algebraic-equations timeseries-generation
Julia
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MIT License
•12•133•13•4•Updated Dec 5, 2024Dec 5, 2024
DrWatson.jl
Public
The perfect sidekick to your scientific inquiries
science project-management simulations hacktoberfest setup-tool science-research project-assistant
Julia
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Other
•93•838•53•5•Updated Dec 1, 2024Dec 1, 2024
FractalDimensions.jl
Public
Estimating the fractal dimension of timeseries or multidimensional datasets
fractal fractals fractal-dimension timeseries-analysis boxcounting
Julia
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MIT License
•3•11•4•0•Updated Nov 26, 2024Nov 26, 2024
GoodScientificCodeWorkshop
Public
A workshop on writing good scientific code: reproducible, re-traceable, readable, extendable, and well-documented.
Julia
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MIT License
•21•256•1•0•Updated Nov 20, 2024Nov 20, 2024
TransitionsInTimeseries.jl
Public
Transition Indicators / Early Warning Signals / Regime Shifts / Change Point Detection
tipping-points nonlinear-dynamics hacktoberfest critical-slowing-down change-point-detection early-warning-signals critical-transitions nonlinear-timeseries-analysis resilience-loss
Julia
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MIT License
•7•20•20•0•Updated Nov 19, 2024Nov 19, 2024
HybridStructs.jl
Public
Define mutable and immutable versions of a struct all at once
Julia
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MIT License
•0•4•0•1•Updated Nov 18, 2024Nov 18, 2024
DelayEmbeddings.jl
Public
Delay coordinates embeddings and optimizing them
timeseries chaos nonlinear reconstruction nonlinear-dynamics hacktoberfest delay-embedding nonlinear-timeseries-analysis
Julia
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MIT License
•7•29•17•0•Updated Nov 18, 2024Nov 18, 2024
ChaosTools.jl
Public
Tools for the exploration of chaos and nonlinear dynamics
entropy julia physics chaos nonlinear dynamical-systems dimension hacktoberfest lyapunov attractor
Julia
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MIT License
•39•193•26•0•Updated Nov 18, 2024Nov 18, 2024
RecurrenceAnalysis.jl
Public
Recurrence Quantification Analysis in Julia
timeseries julia recurrence nonlinear-dynamics hacktoberfest timeseries-analysis recurrence-quantification-analysis rqa nonlinear-timeseries-analysis
Julia
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MIT License
•12•46•22•1•Updated Nov 18, 2024Nov 18, 2024
RigorousInvariantMeasures.jl
Public
Package for the Rigorous Computation of Invariant Measures
dynamical-systems julia
Julia
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MIT License
•3•12•8•6•Updated Nov 18, 2024Nov 18, 2024
TimeseriesSurrogates.jl
Public
A Julia package for generating timeseries surrogates
timeseries hypothesis-testing hacktoberfest surrogate nonlinear-time-series surrogates julia
Julia
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Other
•9•50•10•0•Updated Nov 16, 2024Nov 16, 2024
JuliaDynamics
Public
Website for JuliaDynamics and various resources, like notebooks, videos, etc.
Jupyter Notebook
•31•70•1•0•Updated Oct 31, 2024Oct 31, 2024
AgentsExampleZoo.jl
Public
Examples written with Agents.jl
agent-based-modeling julia
Julia
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MIT License
•11•16•3•0•Updated Oct 13, 2024Oct 13, 2024
StateSpaceSets.jl
Public
The `StateSpaceSet` interface for packages of JuliaDynamics
Julia
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MIT License
•4•3•7•0•Updated Oct 7, 2024Oct 7, 2024
ABMFrameworksComparison
Public
Benchmarks and comparisons of leading ABM frameworks
NetLogo
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Other
•8•15•9•2•Updated Oct 2, 2024Oct 2, 2024
ProcessBasedModelling.jl
Public
Build equations with informative errors for missing variables by explicitly assigning a process to each variable of the equations
dynamical-systems differential-equations modelling-framework modelingtoolkit
Julia
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MIT License
•1•1•0•0•Updated Oct 1, 2024Oct 1, 2024