* 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

* Skip slow numba pad tests

* Reduce number of Second tests

* Update test.yml

Also implemented tests as suggested by ricardoV94

They don't simplify shape inference, since the operation is never meaningful shape-wise