Bumps [actions/cache](https://github.com/actions/cache) from 3 to 4.
- [Release notes](https://github.com/actions/cache/releases)
- [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md)
- [Commits](https://github.com/actions/cache/compare/v3...v4)

---
updated-dependencies:
- dependency-name: actions/cache
  dependency-type: direct:production
  update-type: version-update:semver-major
...
Signed-off-by: dependabot[bot] <support@github.com>

* --show-source -> --output-format=full
* renaming of some config options
* removing --line-length because it is already in the pyproject file
* taking care of some list quadratic summations

Co-authored-by: Ben Mares <services-git-throwaway1@tensorial.com>

Automated fixes by RUF, and update of the TensorConstructorType
type in scan/op.py because mypy didn't like something there.

This reverts commit 69319ef8795712427d41902e4fcf24260af716df.

Bumps [pypa/cibuildwheel](https://github.com/pypa/cibuildwheel) from 2.14.1 to 2.16.5.
- [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/v2.14.1...v2.16.5)

---
updated-dependencies:
- dependency-name: pypa/cibuildwheel
  dependency-type: direct:production
  update-type: version-update:semver-minor
...
Signed-off-by: dependabot[bot] <support@github.com>

In some environments, `sys.stdout.encoding` may return `None`. 

This is encountered when knitting an rmarkdown document using the reticulate engine. In that context, `sys.stdout` is replaced with a `StringIO()` object to capture all output. `StringIO().encoding` returns `None`

closes https://github.com/rstudio/reticulate/issues/1508

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.1.13 → v0.1.14](https://github.com/astral-sh/ruff-pre-commit/compare/v0.1.13...v0.1.14)

Also make test slightly more restrictive

* Implement numba overload for POTRF, LAPACK cholesky routine

* Delete old numba_funcify_Cholesky

* Refactor tests to include supported keywords and datatypes

* Validate inputs and outputs of numba cholesky function

* Raise on complex inputs

* Change `cholesky` default for `check_finite` to `False`

* Remove redundant dtype checks from numba linalg dispatchers

* Add docstring to `numba_funcify_Cholesky` explaining why the overload is necessary.

Co-authored-by: Ben Mares <services-git-throwaway1@tensorial.com>

Makes downstream packaging simpler and more robust, avoiding the need
for downstream patches when versioneer is updated.

Building with versioneer v0.29.0 works fine on Arch Linux, see:

  https://aur.archlinux.org/packages/python-pytensor

* Replace mention of Aesara with Theano as Aesara is discontinued and Theano is the better-known library.

* Also remove fork of Theano.

* Mention PyMC.

When replacing the Shared RNG variables, the input order of the FunctionGraph was not explicitly aligned with the input storage of the function being compiled.