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bundles / scipy 1.17.1 / scipy / _lib / array_api_extra / _delegation / create_diagonal

function

scipy._lib.array_api_extra._delegation:create_diagonal

source: /scipy/_lib/array_api_extra/_delegation.py :178

Signature

def   create_diagonal ( x : Array / offset : int = 0 xp : ModuleType | None = None )  →  Array

Summary

Construct a diagonal array.

Parameters

x : array

An array having shape (*batch_dims, k).

offset : int, optional

Offset from the leading diagonal (default is 0). Use positive ints for diagonals above the leading diagonal, and negative ints for diagonals below the leading diagonal.

xp : array_namespace, optional

The standard-compatible namespace for x. Default: infer.

Returns

: array

An array having shape (*batch_dims, k+abs(offset), k+abs(offset)) with x on the diagonal (offset by offset).

Examples

import array_api_strict as xp
import array_api_extra as xpx
x = xp.asarray([2, 4, 8])
xpx.create_diagonal(x, xp=xp)
xpx.create_diagonal(x, offset=-2, xp=xp)

Aliases

  • scipy.differentiate.xpx.create_diagonal