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jax.numpy.diag_indices — JAX documentation

jax.numpy.diag_indices(n, ndim=2)[source]#

Return indices for accessing the main diagonal of a multidimensional array.

JAX implementation of numpy.diag_indices().

Parameters:

• n (int) – int. The size of each dimension of the square array.

• ndim (int) – optional, int, default=2. The number of dimensions of the array.

Returns:

A tuple of arrays, each of length n, containing the indices to access the main diagonal.

Return type:

tuple[Array, …]

Examples

>>> jnp.diag_indices(3)
(Array([0, 1, 2], dtype=int32), Array([0, 1, 2], dtype=int32))
>>> jnp.diag_indices(4, ndim=3)
(Array([0, 1, 2, 3], dtype=int32),
Array([0, 1, 2, 3], dtype=int32),
Array([0, 1, 2, 3], dtype=int32))

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