MNIST NNX Tutorial broken links

[stergiosba]

Links that lead to the Github code and a google colab notebook at the top of the MNIST NNX tutorial page in the docs are both broken.

[cgarciae]

Hey @stergiosba, the link you posted is an old version of the docs. This is the current version: https://flax.readthedocs.io/en/latest/mnist_tutorial.html

[stergiosba]

@cgarciae Thanks for pointing that out. I see that Google takes me to version v8.3 of the docs and not the latest by default. I deleted my Firefox cache, but the issue remains. Is this a different problem on my end?

[cgarciae]

What is your search query? If its NNX try searching for just "Flax" instead in the future. We might have to try to do something about NNX leading to an older version and my personal github 😅

[stergiosba]

I just searched for flax nnx on google. On my workstation, searching for Flax returns a plant :)

[8bitmp3]

Since Flax NNX is the "default" Flax API, maybe we can amend the title in
https://flax.readthedocs.io/en/latest/mnist_tutorial.html to emphasize "Flax NNX" to improve search.
LMKWYT @cgarciae @IvyZX

The source tutorial docs are in https://github.com/google/flax/tree/main/docs_nnx