| KERNEL_BANK = { | |
| 0: ("matern_kernel", 3), | |
| 1: ("linear_kernel", 2), | |
| 2: ("rbf_kernel", 2), | |
| 3: ("periodic_kernel", 5), | |
| 4: ("polynomial_kernel", 1), | |
| 5: ("rational_quadratic_kernel", 1), | |
| 6: ("spectral_mixture_kernel", 2), | |
| } | |
| KERNEL_PERIODS_BY_FREQ = { | |
| "min": [5, 15, 30, 60, 120, 240, 360], | |
| "H": [3, 6, 12, 24, 48, 72, 168], | |
| "D": [7, 14, 28, 30, 90, 180, 365], | |
| "W": [2, 4, 8, 12, 24, 52], | |
| "MS": [3, 4, 6, 12, 24, 36, 60], | |
| } | |