OutlierDetector#
- class ctapipe.monitoring.OutlierDetector(**kwargs: Any)[source]#
Bases:
TelescopeComponent
Base class for outlier detection algorithms.
Methods Summary
__call__
(column)Detect outliers in the provided column.
Methods Documentation
- abstract __call__(column) bool [source]#
Detect outliers in the provided column.
This function should be implemented by subclasses to define the specific outlier detection approach. The function examines the statistics in the given column of the table and returns a boolean mask indicating which entries are considered as outliers.
- Parameters:
- columnastropy.table.Column
column with chunk-wise aggregated statistic values (mean, median, or std) of shape (n_entries, n_channels, n_pixels)
- Returns:
- boolean mask
mask of outliers of shape (n_entries, n_channels, n_pixels)