Closed Datseris closed 6 years ago
Connected with #12
We now have all of the above methods. BUT: the method using the mutual information needs work.
Specifically, we are following from this PR: https://github.com/JuliaDynamics/DynamicalSystemsBase.jl/pull/42 made by @halleysfifthinc
.
I am commenting here what still needs to be done:
mutual_info
and estimate_delay
with the mutual_info
method.mutual_info
, including the paper where it was taken frommutual_info
method to the docstring of estimate_delay
.The following are optional:
Euclidean
distance as well? It gives a speedup of 4x.@halleysfifthinc I am tagging you here to be aware of the changes. If you want to finish this "PR" (which now is simply an issue), feel free to assign yourself here.
In particular, you can do:
Also, maybe it is time to move estimate delay and dimension to DynamicalSystemsBase.jl ?
[1] : A.M. Fraser, H.L Swinney, Independent coordinates for strange attractors from mutual information, Phys. Rev. A 33 (1986) 1134--1140.