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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],
}
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