svd

Returns a singular value decomposition (SVD) of a matrix (or a stack of matrices) x.

Abstract Signature:

svd(x: array, full_matrices: bool)

PyTorch

API: torch.linalg.svd
Strategy: Direct Mapping
Official Docs ↗

JAX (Core)

API: jax.numpy.linalg.svd
Strategy: Direct Mapping
Official Docs ↗

NumPy

API: numpy.linalg.svd
Strategy: Direct Mapping
Official Docs ↗

Keras

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

TensorFlow

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

Apple MLX

API: mlx.core.linalg.svd
Strategy: Direct Mapping
Official Docs ↗