Francesco Martinuzzi

After a Flux.jl discussion on Slack I think we should at least indicate the possibility of using MKL to improve performance when dealing with CPU calculations. Instead of having `using...

For the Gaussian regression at the moment the package uses [GaussianProcesses.jl](https://github.com/STOR-i/GaussianProcesses.jl) and it seems to be the blocker for a bunch of dependencies. Ideally it should be dropped in favor...

Between 1.6 and 1.7 something changed on random numbers generation. The tests at the moment are run using the lts version (1.6) but failing on 1.7. Ideally the tests should...

At the moment the `nla()` function takes an array as input and returns the modified array as output, but this creates a lot of allocations inside `for` loops. The new...

Update docs

2

Some improvements have not made their way into the API docs it seems, having them stated more clearly is necessary for more clarity on the use of some functions. [Example](https://github.com/SciML/ReservoirComputing.jl/blob/master/src/esn/esn_input_layers.jl#L62)

This issue tracks the measures of complexity that are intended to be added in the library and is of course subject to change. To propose new measures please provide the...

At the moment the only neighborhood available is of radius one. This need to be extended

Some functions and methods are already detailed, although actual docs are still missing