🎲 SPEC-7 API changes for 1.15.0

[jorenham]

SciPy endorsed SPEC-7, which proposes a rng argument to control pseudorandom number generation (PRNG) in a standard way, replacing legacy arguments like seed and random_sate. In many cases, use of rng will change the behavior of the function unless the argument is already an instance of numpy.random.Generator.

The rng param has been added to the following functions in scipy 1.15:

• cluster
  • vq.kmeans[2]
• interpolate
  • BarycentricInterpolator
  • barycentric_interpolate
• linalg
  • clarkson_woodruff_transform
  • _sketches.cwt_matrix
• linalg.interpolative
  • estimate_rank
  • estimate_spectral_norm[_diff]
  • interp_decomp
  • svd
• optimize
  • check_grad
  • basinhopping
  • differential_evolution
  • dual_annealing
  • quadratic_assignment
• sparse
  • rand[om[_array]]
  • linalg.svds
• spatial
  • transform.Rotation.random
  • distance.directed_hausdorff
• stats
  • {Bootstrap,Permutation}Method
  • goodness_of_fit
  • bootstrap
  • permutation_test
  • dunnett
  • sobol_indices
  • qmc.* (all classes that consume random numbers)