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StateSpaceReconstruction

State space reconstruction (SSR) for the study of dynamical system from time series.

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StateSpaceReconstruction.jl

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Julia package for state space reconstruction and partitioning. This package provides necessary functionality for the PerronFrobenius.jl, TransferEntropy.jl and CausalityTools.jl packages, which require fully flexible state space reconstructions, and partitioning tools for rectangular and simplex partitions.

This package works seamlessly with Dataset instances from DynamicalSystems.jl, which also provide methods for state space reconstruction.

See the CausalityTools documentation for more information.

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First Commit

04/22/2018

Last Touched

7 months ago

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196 commits