cr.sparse.data.random_subspaces

cr.sparse.data.random_subspaces(key, N, D, K)[source]

Generates a set of orthonormal bases for random low dimensional subspaces

Parameters

  • key – a PRNG key used as the random key.

  • N (int) – Dimension of the ambient space

  • D (int) – Dimension of the low dimensional subspace

  • K (int) – Number of low dimensional subspaces

Returns

A list of orthonormal bases for the random low dimensional subspaces

Return type

(list of jax.numpy.ndarray)