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DelayEmbeddings

Delay coordinates embedding, Datasets and neighborhoods

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DelayEmbeddings.jl

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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.

First Commit

11/09/2018

Last Touched

27 days ago

Commits

371 commits