update fork

Rebasing

* Fix start and end of the files

* Fix start and end for ipynb

* Fix start and end for ipynb

* Fix start and end for ipynb

* Fix notebook name and watermark

* Pass pre-commit

* Add authorship

* Pre-commit checks

Co-authored-by: Alihan Zihna <a.zihna@ckhgbdp.onmicrosoft.com>

* Bring stochastic volatility notebook in line with style guide

Fixing dashes in reference entry

Removing extra lines from reference bib file

* Adding original author information to stochastic volatility notebook

* Adding updated myst file

* Fixing misspecified tags and updating author list

* Update stochastic_volatility.myst.md

* ⬆️ upgrade nb to V4

Co-authored-by: Ana Rita Santos <ar.oliveirasantos@gmail.com>

* 👌 updates due to review comments

* 👌 sampling with multivariate_normal from xarray_einstats dev

* 📌 set ablog version

* 🍻 🐛 fix the pinning

* 📌 pin sphinx and sphinx gallery

* 📝 add watermark header

Co-authored-by: Ana Rita Santos <ar.oliveirasantos@gmail.com>

* notebook: divergences; update notebook formatting

* notebook divergence: updates,figure metadata

* Divergence nb: run notebook

* make code across one line

* make code one line to fix myst errors from precommit

* rm space around = sign

* nb divergence: fix myst error with spacing

* make Authorship section consistent betw notebook and myst

* remove myst file

* divergence notebook, after running pre-commit

* run myst for divergence nb

* added RS authorship to end

* rerun myst on divergence nb

* divergence nb: rerun myst

Re-wrote "How to debug a model" (pymc-devs#406)

Reinforcement Learning Notebook (pymc-devs#410)

Catching up with main