[BUG] Histogram Distribution: address np.broadcast_arrays deprecation of writable return in numpy 2.0.0

[ShreeshaM07]

Reference Issues/PRs

fixes #412

What does this implement/fix? Explain your changes.

The error is due to the deprecation of the np.broadcast_arrays. https://numpy.org/doc/stable/reference/generated/numpy.broadcast_arrays.html
So the bc is actually a tuple with broadcasted arrays whose values are getting reassigned.

PR checklist

For all contributions

• I've added myself to the list of contributors with any new badges I've earned :-)
  How to: add yourself to the all-contributors file in the skpro root directory (not the CONTRIBUTORS.md). Common badges: code - fixing a bug, or adding code logic. doc - writing or improving documentation or docstrings. bug - reporting or diagnosing a bug (get this plus code if you also fixed the bug in the PR).maintenance - CI, test framework, release.
  See here for full badge reference
• The PR title starts with either [ENH], [MNT], [DOC], or [BUG]. [BUG] - bugfix, [MNT] - CI, test framework, [ENH] - adding or improving code, [DOC] - writing or improving documentation or docstrings.

For new estimators

• I've added the estimator to the API reference - in docs/source/api_reference/taskname.rst, follow the pattern.
• I've added one or more illustrative usage examples to the docstring, in a pydocstyle compliant Examples section.
• If the estimator relies on a soft dependency, I've set the python_dependencies tag and ensured
  dependency isolation, see the estimator dependencies guide.

[fkiraly]

Makes sense - though, general question, is there a way we can avoid writing to the broadcast views?

That would be preferable for memory efficiency.

[ShreeshaM07]

Makes sense - though, general question, is there a way we can avoid writing to the broadcast views?

I don't think that's possible as the logic for the broadcasting of these ragged arrays is that I replace these ragged arrays with an int that represents the index which is then broadcasted based on the shape of index and columns parameters. I am then replacing these int back with the ragged arrays. So I'm not sure if there's a way to avoid writing to broadcast views.