lenskit.stats#
LensKit statistical computations.
Functions#
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Compute the Gini coefficient of an array of values. |
Module Contents#
- lenskit.stats.gini(xs)#
Compute the Gini coefficient of an array of values.
This is inspired by Olivia Guest’s implementation and based on the StatsDirect reference. It does not include Olivia’s zero adjustment; the Gini coefficient is fine with some zeros, so long as the sum is strictly positive.
- Stability:
- Caller (see Stability Levels).
- Parameters:
xs (numpy.typing.ArrayLike) – An array of values representing the “resource” allocated to each instance.
- Returns:
The Gini coefficient of the values in
xs.- Return type:
Exported Aliases#
- exception lenskit.stats.DataWarning#
Re-exported alias for
lenskit.diagnostics.DataWarning.