It's not really needed as we never expand on the new nodes

Not using `__call__` avoids the test_value computation

* added identity as alias for tensor_copy and defined No-Op for TensorFromScalar

* refactor: jacobian should use tensorize

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* removed redundant pprint

* refactor: added vectorize=True to all jacobians

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Add option to vectorize jacobian in minimize/root

* pre-commit

---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: jessegrabowski <jessegrabowski@gmail.com>

* Avoid reversing inputs as we traverse graph
* Simplify io_toposort without ordering (and refactor into its own function)
* Removes client side-effect on previous toposort functions
* Remove duplicated logic across methods

Also avoid repeated checks when an outer rewriter enforces tracks before calling individual node rewriters

* nb init

* small cleanup and re-run

* add section to gallery

* final cleanup

* title

* rename

* rename section

* add `scipy-stubs` as development depedency

* fix `scipy-stubs` squigglies

https://numpy.org/devdocs/release/2.3.0-notes.html#deprecations

* Add compiler_verbose config flag

* Add entry in `config.rst` for `compiler_verbose`

---------
Co-authored-by: Jesse Grabowski <jessegrabowski@gmail.com>

Also cover cases of AdvancedIncSubtensor with batch indices that were not supported before