Statistical Functions

Order statistics

dpnp.ptp

Range of values (maximum - minimum) along an axis.

Averages 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.std

Compute the standard deviation along the specified axis.

dpnp.var

Compute the variance along the specified axis.

dpnp.nanmean

Compute the arithmetic mean along the specified axis, ignoring NaNs.

dpnp.nanvar

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

dpnp.nanstd

Compute the standard deviation along the specified axis, while ignoring NaNs.

Correlations

dpnp.cov

Estimate a covariance matrix, given data and weights.

dpnp.correlate

Cross-correlation of two 1-dimensional sequences.

Histograms

dpnp.histogram

Compute the histogram of a data set.

dpnp.bincount

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