MetricZScoreFilter

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class wandb.automations.MetricZScoreFilter

*,
name: str,
window_size: Annotated[int, Gt(gt=0)] = 30,
threshold: Union[Annotated[int, Gt(gt=0)], Annotated[float, Gt(gt=0)]] = 3.0,
change_dir: wandb.automations._run_metric_filters.ChangeDir = ANY

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Args

• name: Name of the observed metric.
• window_size: Size of the window to calculate the metric mean and standard deviation over.
• threshold: Threshold for the z-score.
• change_dir: Direction of the z-score change to watch for.