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All Projects → JuliaDynamics → DelayEmbeddings.jl

JuliaDynamics / DelayEmbeddings.jl

Licence: MIT license
Delay coordinates embedding and Dataset definitions

Programming Languages

julia
2034 projects

Labels

timeserieschaosnonlinearnonlinear-dynamicshacktoberfestdelay-embeddingnonlinear-timeseries-analysis

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DelayEmbeddings.jl

DynamicalSystems.jl logo: The Double Pendulum

Documentation Tests Gitter
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Contained here:

  1. Defines the Dataset structure, which is a wrapper of Vector{SVector}, used in DynamicalSystems.jl.
  2. Implements methods for delay coordinates embedding with high performance and many features.
  3. Algorithms for estimating optimal delay embedding parameters, the delay time and the number of temporal neighbors (generalization of the "embedding dimension").
  4. New, unified algorithms for optimal delay embedding.
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