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Diffstat (limited to 'lib/utils.py')
-rw-r--r-- | lib/utils.py | 11 |
1 files changed, 11 insertions, 0 deletions
diff --git a/lib/utils.py b/lib/utils.py index a582d6b..26a591e 100644 --- a/lib/utils.py +++ b/lib/utils.py @@ -14,6 +14,17 @@ def vprint(verbose, string): print(string) +def running_mean(x: np.ndarray, N: int) -> np.ndarray: + """ + Compute `N` elements wide running average over `x`. + + :param x: 1-Dimensional NumPy array + :param N: how many items to average + """ + cumsum = np.cumsum(np.insert(x, 0, 0)) + return (cumsum[N:] - cumsum[:-N]) / N + + def human_readable(value, unit): for prefix, factor in (('p', 1e-12), ('n', 1e-9), (u'ยต', 1e-6), ('m', 1e-3), ('', 1), ('k', 1e3)): if value < 1e3 * factor: |