* Use lapack instead of `scipy_linalg.cho_solve`

* Use lapack instead of `scipy_linalg.lu_factor`

* Use lapack instead of `scipy_linalg.solve_triangular`

* Add empty test for lu_factor

* Tidy imports

* remove ndim check

Pre-commit will not install hooks by default, and Copilot has no network access to install afterwards. Pre-install during setup

Co-authored-by: ricardoV94 <28983449+ricardoV94@users.noreply.github.com>

Co-authored-by: Carlos Trujillo <59846724+cetagostini@users.noreply.github.com>
Co-authored-by: Ricardo Vieira <28983449+ricardoV94@users.noreply.github.com>
Co-authored-by: Jesse Grabowski <48652735+jessegrabowski@users.noreply.github.com>

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Co-authored-by: ricardoV94 <28983449+ricardoV94@users.noreply.github.com>

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Co-authored-by: ricardoV94 <28983449+ricardoV94@users.noreply.github.com>

When a subgraph with multiple outputs is "implicitly" claimed, it can change the dependencies of remaining nodes. A node that depended only on a subset of the subgraph outputs now depends on all of them. Not taking this into account could lead to circular dependent Composites

* Initial plan

* Fix pt.flip to handle negative axis correctly using normalize_axis_tuple
Co-authored-by: ricardoV94 <28983449+ricardoV94@users.noreply.github.com>

* Expand existing test_flip function to include negative axis tests
Co-authored-by: ricardoV94 <28983449+ricardoV94@users.noreply.github.com>

* Fix mypy error by using separate variable for normalized axis
Co-authored-by: ricardoV94 <28983449+ricardoV94@users.noreply.github.com>

* Fix ruff formatting issues
Co-authored-by: jessegrabowski <48652735+jessegrabowski@users.noreply.github.com>

---------
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: ricardoV94 <28983449+ricardoV94@users.noreply.github.com>
Co-authored-by: jessegrabowski <48652735+jessegrabowski@users.noreply.github.com>

Bumps [pypa/cibuildwheel](https://github.com/pypa/cibuildwheel) from 2.23.3 to 3.2.0.
- [Release notes](https://github.com/pypa/cibuildwheel/releases)
- [Changelog](https://github.com/pypa/cibuildwheel/blob/main/docs/changelog.md)
- [Commits](https://github.com/pypa/cibuildwheel/compare/faf86a6ed7efa889faf6996aa23820831055001a...7c619efba910c04005a835b110b057fc28fd6e93)

---
updated-dependencies:
- dependency-name: pypa/cibuildwheel
  dependency-version: 3.2.0
  dependency-type: direct:production
  update-type: version-update:semver-major
...
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Bumps [actions/setup-python](https://github.com/actions/setup-python) from 5 to 6.
- [Release notes](https://github.com/actions/setup-python/releases)
- [Commits](https://github.com/actions/setup-python/compare/v5...v6)

---
updated-dependencies:
- dependency-name: actions/setup-python
  dependency-version: '6'
  dependency-type: direct:production
  update-type: version-update:semver-major
...
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Bumps [actions/attest-build-provenance](https://github.com/actions/attest-build-provenance) from 2 to 3.
- [Release notes](https://github.com/actions/attest-build-provenance/releases)
- [Changelog](https://github.com/actions/attest-build-provenance/blob/main/RELEASE.md)
- [Commits](https://github.com/actions/attest-build-provenance/compare/v2...v3)

---
updated-dependencies:
- dependency-name: actions/attest-build-provenance
  dependency-version: '3'
  dependency-type: direct:production
  update-type: version-update:semver-major
...
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