DelayEmbeddings.jl
Documentation | Tests | Gitter |
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This repo is a minimal package used throughout JuliaDynamics. The features are:
- Defines the
Dataset
structure, which is a wrapper ofVector{SVector}
, used in DynamicalSystems.jl. - Implements methods for delay coordinates embedding (Takens' theorem) with high performance and many features.
- Algorithms for estimating optimal delay embedding parameters, the delay time and the number of temporal neighbors (generalization of the "embedding dimension").
- Provides a unified
neighborhood
function that works across different kinds of nearest neighbor searching packages.