Delay coordinates embedding, Datasets and neighborhoods
Author JuliaDynamics
16 Stars
Updated Last
2 Years Ago
Started In
November 2018


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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.