Kristian Agasøster Haaga

Generalized interface for multivariate multiscale methods.

3

## Describe the feature you'd like to have With #132, we'll have a nice interface for computing *any* multiscale entropy or complexity measure of a timeseries `x`, as long as...

Implement a SimpleWavelets package?

1

@Datseris For the wavelet stuff, we depend on `Wavelets`, which again depends on `DSP` (a relatively heavy dependency, because it depends on the [FFTW](http://www.fftw.org/) library). I would argue, both for...

Move from the footnote-based referencing system to DocumenterCitations.jl, like we did in https://github.com/JuliaDynamics/ComplexityMeasures.jl/pull/302.

Multidimensional version of `RandomShuffle` and `BlockShuffle`.

1

## Is your feature request related to a problem? Please describe. It would be nice to have more surrogate methods that operate on multidimensional input data. This becomes necessary in...

**Is your feature request related to a problem? Please describe.** Moore et al. (2022) introduces an algorithm to generate surrogate data that obeys the same power-law distribution as the original...

**Is your feature request related to a problem? Please describe.** This is part of the issue described in #89. `BlockShuffle` should be modified so that blocks can be shuffled internally....

Implement the twin surrogates from [Thiel, Marco, et al. "Twin surrogates to test for complex synchronisation." EPL (Europhysics Letters) 75.4 (2006): 535](https://iopscience.iop.org/article/10.1209/epl/i2006-10147-0/meta)

Discrete systems with memory (e.g. AR-N systems)

4

## Describe the feature you'd like to have See discussion [here](https://github.com/JuliaDynamics/CausalityTools.jl/issues/237#issuecomment-1433254557). It would be nice to have a dedicated implementation of `DiscreteDynamicalSystemWithMemory`, which could iterate systems where the next state...

Rank-based outcome space

4

## Describe the feature you'd like to have While implementing the [Chatterjee coefficient of correlation](https://github.com/JuliaDynamics/Associations.jl/issues/379) in Associations.jl, I needed to compute ranks of an input vector, according to some method....

Variant of `codify` that also returns the outcomes.

2

Currently, `codify` applies some discretisation to an input vector of observation which encodes data points in a sliding-window-manner (e.g. over embedding points constructed from the input data). Each data point...