Statistics

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.nanmedian

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

dpnp.nanmean

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

dpnp.nanstd

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

dpnp.nanvar

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

Correlations

dpnp.corrcoef

Return Pearson product-moment correlation coefficients.

dpnp.correlate

Cross-correlation of two 1-dimensional sequences.

dpnp.cov

Estimate a covariance matrix, given data and weights.

Histograms

dpnp.histogram

Compute the histogram of a data set.

dpnp.histogramdd

Compute the multidimensional histogram of some data.

dpnp.bincount

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

dpnp.histogram_bin_edges

Function to calculate only the edges of the bins used by the dpnp.histogram function.

dpnp.digitize

Return the indices of the bins to which each value in input array belongs.