Diagonal

Returns a partial view of input with the diagonal elements appended.

Abstract Signature:

Diagonal(input: Tensor, offset: int = 0, dim1: int = 0, dim2: int = 1)

PyTorchJAX (Core)NumPyKerasTensorFlowApple MLXFlax NNXPaxML / Praxis

PyTorch

API: torch.diagonal

Strategy: Direct Mapping

Official Docs ↗

JAX (Core)

API: jax.numpy.diagonal

Strategy: Direct Mapping

Official Docs ↗

NumPy

API: numpy.diagonal

Strategy: Direct Mapping

Official Docs ↗

Keras

API: keras.ops.diagonal

Strategy: Direct Mapping

Official Docs ↗

TensorFlow

API: tf.linalg.diag_part

Strategy: Direct Mapping

Official Docs ↗

Apple MLX

API: mlx.core.diagonal

Strategy: Direct Mapping

Official Docs ↗

Flax NNX

API: jax.numpy.diagonal

Strategy: Direct Mapping

Official Docs ↗

PaxML / Praxis

API: jax.numpy.diagonal

Strategy: Direct Mapping

Official Docs ↗