v0.10.1

• New features

  • Added ResizeMethod.AREA to {func}jax.image.resize, which matches
    TensorFlow's AREA resizing ({jax-issue}#20098).
  • Added {func}jax.scipy.linalg.hadamard for constructing Hadamard
    matrices ({jax-issue}#10144).
  • Added {func}jax.scipy.linalg.circulant for constructing circulant
    matrices ({jax-issue}#10144).
  • Added {func}jax.scipy.linalg.dft for constructing discrete Fourier
    transform matrices ({jax-issue}#10144).
  • Added {func}jax.scipy.linalg.leslie for constructing Leslie matrices
    ({jax-issue}#10144).
  • Added {func}jax.scipy.linalg.companion for constructing companion
    matrices from polynomial coefficients ({jax-issue}#10144).
  • Added {func}jax.scipy.linalg.fiedler for constructing symmetric Fiedler
    matrices ({jax-issue}#10144).
  • Added {func}jax.scipy.linalg.helmert for constructing Helmert matrices
    ({jax-issue}#10144).
  • Added {func}jax.scipy.special.boxcox and
    {func}jax.scipy.special.boxcox1p for the Box-Cox power transformation.
  • Moved RNG APIs from "implementations" to dtypes ({jax-issue}#27854):
    • Added jax.random.key_dtype to get the dtype corresponding to a PRNG
      implementation name.
    • jax.random.key and wrap_key_data now accept a dtype argument.

• Breaking changes

  • with mesh: context manager has been deprecated. Please use
    with jax.set_mesh(mesh): instead.

• Deprecations

  • Passing the copy, order, and ndmin arguments to
    {func}jax.numpy.array positionally is deprecated. Use keyword arguments
    instead. This matches the signature of numpy.array.
  • Python dict_values, generators, zip return type and iterators generally
    are deprecated by default when used as leaves in pytrees. In a future
    version of JAX, this will become an error, if you depend on using them as
    leaves, pass is_leaf to jax.tree.* methods.