translate kohonen_neuron into cython file (performance gain)
some change to replace (obs, weight, template) list by np.array (more efficient in cython)
exception handling when koho unable to converge in two class, we now try with the next trial
delete old file
correct kohonen classify to adapt to len obs
add shrink option for kohonen_noisy