Statistical Functions

Order statistics

dpnp.amin

Return the minimum of an array or minimum along an axis.

dpnp.amax

Return the maximum of an array or maximum along an axis.

dpnp.min

Return the minimum along a given axis.

dpnp.max

Return the maximum of an array or maximum along an axis.

Means and variances

dpnp.median

Compute the median along the specified axis.

dpnp.average

Compute the weighted average along the specified axis.

dpnp.mean

Compute the arithmetic mean along the specified axis.

dpnp.var

Compute the variance along the specified axis.

dpnp.std

Compute the standard deviation along the specified axis.

dpnp.nanvar

Compute the variance along the specified axis, while ignoring NaNs.

Histograms

dpnp.histogram

Compute the histogram of a dataset.

dpnp.bincount

Count number of occurrences of each value in array of non-negative ints.

Correlations

dpnp.cov

Estimate a covariance matrix, given data and weights.

dpnp.correlate

Cross-correlation of two 1-dimensional sequences.