docs: adding a Game of Life example

[bcm-at-zama]

closes #457

[bcm-at-zama]

Hey guys, nothing priority here, but I did an application example with the Game of Life we've presented at the sprint demo. When you have some time, could you review it, please? There should be a blog about it as well, in the coming weeks, to explain a bit how it works, and show some use of CP

[bcm-at-zama]

Whoever wants to give it a review is welcome. Pinging maybe @BourgerieQuentin @umut-sahin @youben11 @rudy-6-4 ?

[bcm-at-zama]

New push, after @umut-sahin 's comments

[bcm-at-zama]

New push, after @umut-sahin 's comments

[bcm-at-zama]

Added few lines to make the key generation separately, but still, the execution time of the first update is often significantly slower than the next ones.

[bcm-at-zama]

Added the gif. Good with you, @umut-sahin @youben11 @BourgerieQuentin ?

[bcm-at-zama]

Squashing all commits locally

[BourgerieQuentin]

I feel it missing some explanation of how is it implemented and why there are several implementation, maybe also some timings etc? wdyt?

[bcm-at-zama]

I feel it missing some explanation of how is it implemented and why there are several implementation, maybe also some timings etc? wdyt?

I understand but my .md is much larger than existing .md's in this directory :)

cat docs/application-tutorial/key_value_database.md docs/application-tutorial/sha256.md
# Key Value Database

This is an interactive tutorial written as a Jupyter Notebook, which you can find [here](https://github.com/zama-ai/concrete/blob/main/docs/application-tutorial/key_value_database.ipynb).
# SHA-256

This is an interactive tutorial written as a Jupyter Notebook, which you can find [here](https://github.com/zama-ai/concrete/blob/main/docs/application-tutorial/sha256.ipynb).

I am writing a google doc, which will be published at some point, and we can add the link here. Is it ok with you? Or, do you want me to copy some parts of the doc here?

[BourgerieQuentin]

Yes sure a blog + a future link into the doc will be great 👍

[bcm-at-zama]

Sure, I will, https://github.com/zama-ai/concrete-internal/issues/474

[bcm-at-zama]

So, can I merge? I need approvals please

[bcm-at-zama]

Or, if you want, I add a line in the .md to say "technical explanations are coming"?

[umut-sahin]

Please move the python file to frontends/concrete-python/examples, and add game_of_life.md to SUMMARY.md 🙂

[umut-sahin]

My last comment is, maybe we can turn this into a notebook as well 🤔

[bcm-at-zama]

Pushed fixes for @rudy-6-4 comments, except the import order: I don't know what you want, exactly

[bcm-at-zama]

My last comment is, maybe we can turn this into a notebook as well 🤔

but, it's a game, why would we want a notebook

[umut-sahin]

but, it's a game, why would we want a notebook

Right, forgot for a second 😁

[umut-sahin]

All good for me then once the CI is green!

[bcm-at-zama]

Tests are green. And normally, I have taken all your comments into account.

[bcm-at-zama]

There was another correctness issue:

FAILED private/var/folders/vv/vxg0wps1631b2129g22s6hs00000gn/T/tmp.6POUyu3s/tests/execution/test_mul.py::test_constant_mul[parameters1-x * 3]