(G, lambda2)
| 25 | |
| 26 | |
| 27 | def _prepare_G(G, lambda2): |
| 28 | G.flat[:: len(G) + 1] += lambda2 |
| 29 | # compute the CSD |
| 30 | Gi = np.linalg.inv(G) |
| 31 | |
| 32 | TC = Gi.sum(0) |
| 33 | sgi = np.sum(TC) # compute sum total |
| 34 | |
| 35 | return Gi, TC, sgi |
| 36 | |
| 37 | |
| 38 | def _compute_csd(G_precomputed, H, radius): |
no test coverage detected