KymatioWrapper

A simple wrapper to be able to call Kymatio commands via julia. Make sure your PyCall isn't using the system-wide python, so that you can actually run pip. If the build isn't working on it's own, you may want to run the necessary commands on the command line. In the following, substitute root for the path to your conda environment (the value of Conda.ROOTENV):

> root/bin/conda install pytorch torchvision -c pytorch
> root/bin/pip install kymatio

1D Example

	J=6; Q=16; T = 2^13
	x = zeros(T, 5, 3);
	t = (range(0,2π,length=T));
	for (ii, ω)=enumerate(floor.(Int, range(1,150,length=5))), jj=1:3
		x[:,ii,jj] = sin.(ω/jj .* t) + cos.(100*ω/jj .* t.^2)
	end
	s = Scattering(T, Q=16)
	sx = s(x)
	meta = compute_meta_scattering(s)
	sx[:, meta.order .==1,1,1]

2D Example