aggregations

Aggregations of arrays (vectors, tensors) into lower dimensions.

Functions

aggregate(mean_loss[, alias])

General aggregation of across multiple output dimensions given an alias string or an input callable.

convolution_aggregate(x[, epsilon])

Generalized convolutional aggregation over flattened features.

geometric_mean(x)

Computes the geometric mean over all elements of the input array.

log_mean(x)

Computes the mean of the log of all elements of the input array.

weighted_sum(x[, weights])

Reduces the value over the sample (batch) dimension, applying weights if provided.