Code from Scott. ```python batch_mix_mat = np.array([[G.kernel[sample_idx==batch_i,:][:,sample_idx==batch_j].sum() for batch_i in np.unique(sample_idx)] for batch_j in np.unique(sample_idx)]) batch_mix_mat = batch_mix_mat / np.sum(batch_mix_mat, axis=1)[:,None] batch_mix_mat```