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Transfer operator estimators #22

@kahaaga

Description

@kahaaga

It would be nice to provide transfer operator-based estimation of entropies too. These are already implemented in PerronFrobenius.jl, but can be greatly simplified and moved here.

  • Rectangular-binning based estimator. Straight-forward to include, no additional libraries needed. In progress

  • Approximate simplex-based estimator. A bit more cumbersome. Will require dependency on Qhull.jl.

  • Exact simplex-based estimator. Depends on Simplices.jl (which depends on PyCall/scipy for access to qhull routines), which makes the package slow. Can be implemented once Simplices.jl is ported to Qhull.jl.

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