Comments (2)
Connected with #12
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We now have all of the above methods. BUT: the method using the mutual information needs work.
Specifically, we are following from this PR: JuliaDynamics/DynamicalSystemsBase.jl#42 made by @halleysfifthinc
.
I am commenting here what still needs to be done:
- tests!!! For both
mutual_info
andestimate_delay
with themutual_info
method. - docstring in
mutual_info
, including the paper where it was taken from - Add the
mutual_info
method to the docstring ofestimate_delay
.
The following are optional:
- See whether performance gains can be made.
- Answer: Does the method work with
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.
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Related Issues (20)
- Improve the tests, like, a lot.
- Basins labels for supervised clustering method
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- Standing TODOs for `RecurrencesSeededContinuation`
- Allow for hyper-rectanges in new code for return times in continuous time systems
- Allow arbitrary initial condition in `exit_entry_times`
- local_growth_rates does not work with non-adaptive solver HOT 1
- Lyapunov exponent of stroboscopic map perhaps incorrect? HOT 3
- lyapunovspectrum for k less than dimension
- typos HOT 4
- `k` parameter in `lyapunovspectrum` HOT 1
- Covariant Lyapunov Vectors from data using SVD
- Wrong lyapunov exponent of unstable systems when the solver works adaptively HOT 3
- Ordinal Poincaré sections: Reconstructing the first return map from an ordinal segmentation of time series
- saving the trajectory from Lyapunov spectrum calculation HOT 4
- Collection of the Lyapunov exponents over time HOT 1
- Dynamical system "iterator" for returning back to a set in state space
- callbacks on ds HOT 6
- Fix errors in documentation, use DocumenterCitations.jl.
- 'DeterministicIteratedMap' not defined HOT 1
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