tf2up.ml - TensorFlow 2.0 upgrader service, even easier upgrade to TensorFlow 2.0

Idea

Idea is to make upgrade process to TensorFlow 2.0 of your Jupyter notebooks even easier!
Started as a conversation on Twitter:

I mean ipynb has json structure. Do you feel we should extend the converter? I am happy to contribute :)
— Sergii @ 🔜 #TFDevSummit (@lc0d3r) January 21, 2019

Just replace https://github.com/ with http://tf2up.ml. For example, you would like to upgrade http://github.com/tensorflow/docs/blob/master/site/en/tutorials/keras/save_and_restore_models.ipynb you would need to replace url to http://tf2up.ml/tensorflow/docs/blob/master/site/en/tutorials/keras/save_and_restore_models.ipynb Example

Bookmarklet

Alternatively, you can simply use a Bookmarklet for this. Feel free to drag this one 👉 TF2up
You can manually add a bookmarklet based on the code below. Just encode the code with encodeURI in your browser console.


javascript:(function(){window.open(window.location.toString().replace(/.*github\.com\/(.*)/,'http://tf2up.ml/\$1'));})()

Now, once you visit a GitHub repository with ipynb notebook, you can just click on the bookmarklet.
Next, you are going to be redirected to page with a diff, showing the difference between original notebooks and a converted one.

Demo

How it works

This project is standing on the shoulders of giants:

TensorFlow's tf_upgrade_v2 with brand new support of inline jupyter notebook conversion
nbdime for generating nice diffs for before and after
Kubernetes + Helm for deploying this tiny service

Notes

We cache files on the server, so if you have updated GitHub source, we can still show you old content

Maker

The service was developed after work and on weekends by Sergii Khomenko
If you

see anything unexpected 🐛
would like to make this design better 👩🏽‍🎨
have any other awesome ideas 💡

Please reach out or simply tweet at me Tweet to @lc0d3r
I am planning to open source the code, so stay tuned for the updates.

Kudos

Thanks to all amazing people, that in one or another way helped this project:

Daria Korkuna for creating logo
@DynamicWebPaige for supporting and making TF community awesome
Martin Wicke for TF2, cake, and feedback
Jerry Kurata for testing the early versions of the upgrader