Diag

If input is a vector, returns a diagonal matrix. If input is a matrix, returns the diagonal.

Abstract Signature:

Diag(input: Tensor, diagonal: int = 0)

PyTorch

API: torch.diag
Strategy: Direct Mapping
Official Docs ↗

JAX (Core)

API: jax.numpy.diag
Strategy: Direct Mapping
Official Docs ↗

NumPy

API: numpy.diag
Strategy: Direct Mapping
Official Docs ↗

Keras

API: keras.ops.diag
Strategy: Direct Mapping
Official Docs ↗

TensorFlow

API: tf.linalg.diag
Strategy: Direct Mapping
Official Docs ↗

Apple MLX

API: mlx.core.diag
Strategy: Direct Mapping
Official Docs ↗

Flax NNX

API: jax.numpy.diag
Strategy: Direct Mapping
Official Docs ↗

PaxML / Praxis

API: jax.numpy.diag
Strategy: Direct Mapping
Official Docs ↗