[SYSTEMDS-3835 ] Scuro window aggregation operator #2225
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This patch adds a window aggregation operator with a mean, min, max, sum aggregation function. The window aggregation is applied to the individual modalities and can handle multiple subtypes of modalities. This PR also adds tests to verify the correctness of the operator.