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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 (Takens' theorem) 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. Provides a unified neighborhood function that works across different kinds of nearest neighbor searching packages.

First Commit

11/09/2018

Last Touched

14 days ago

Commits

365 commits