nonlinear

Even though both GALI and expansion entropy tests pass, they take too long to run. So they are commented out at the moment. We need to be smarter with the tests we write so that we can still test everything without computing for too long.

Now that Makie.jl has support for text input boxes,
we should use those to replace the current boxes that just state the
values of the limits (so that users can choose exact limits)

https://makie.juliaplots.org/stable/examples/layoutables/textbox/

TSP claims to be type agnostic.
There should be tests for this.
In particular Float32 and Complex numbers will be of Interest.

Want to back this issue? **[Post a bounty on it!](https://www.bountysource.com/issues/64400386-add-tests-for-different-number-types-float32-complex?utm_campaign=plugin&utm_content=tracker%2F89129719&utm_medium=issues&utm_source=githu

I was really young programming-wise when I wrote parallel_integrator of in-place continuous systems. I wrote it as having a matrix state, where each column is each state of the dynamical system. I'm not sure why I went with this route instead of the route of having it a vector of states. I'm certain that I have benchmarked both cases extensively and chose the one with most performance.

But th

I'm reading again the Nonlinear Time Series Analysis textbook by Kantz & Schreiber. In section 6.5 they describe a rather straightforward method for estimating a good value of the Theiler window. It is a method by Provenzale et al

Provenzale, A., Smith, L. A., Vio, R. &Murante, G. (1992). Distinguishing between low-dimensional dynamics and randomness in measured time series. Physica D, 58, 31