We want to be able to decide whether to use ICA, PCA, or NMF according to whichever gives clearer explanations.
We can check the ICA maths after implementing it, because we should be able to tell if it's working once implemented since only one component should hae gradients on the timestep that the gradient is taken.
We want to be able to decide whether to use ICA, PCA, or NMF according to whichever gives clearer explanations.
We can check the ICA maths after implementing it, because we should be able to tell if it's working once implemented since only one component should hae gradients on the timestep that the gradient is taken.