example quantum anomaly detection

[Simone-Bordoni]

To be completed,
I will add README, tests and .ipynb

Checklist:

• Reviewers confirm new code works as expected.
• Tests are passing.
• Coverage does not decrease.
• Documentation is updated.

[codecov]

Codecov Report

Base: 100.00% // Head: 100.00% // No change to project coverage 👍

Coverage data is based on head (f57cf61) compared to base (2606a97).
Patch has no changes to coverable lines.

Additional details and impacted files

@@            Coverage Diff            @@
##            master      #714   +/-   ##
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  Coverage   100.00%   100.00%           
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  Files           88        88           
  Lines        11629     11629           
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  Hits         11629     11629           

Flag	Coverage Δ
unittests	100.00% <ø> (ø)

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[Simone-Bordoni]

I need some help with tests that are not passing.
When the script is run locally everythong works.

[scarrazza]

From the last crash, seems like you are writing to a folder that does not exist: results/loss_distribution.png.

[MatteoRobbiati]

Thank you for this, it is in a good shape for me.
I left in the review some small comments, many of which are really small fixes. I suggest two larger changes:

1. Reverse the location of the "How to run an example" section with the theoretical section in README.md. I think it's more natural to read the theoretical background and then have in sequence: explanation of how to execute, anticipation of the results to be derived.
2. Add docstrings in the codes so that the implemented functions are clear when reading.

[scarrazza]

@MatteoRobbiati could you please have another look?

[MatteoRobbiati]

Thank you for your work.

Some more suggestions follow.
If you like them, you can apply the modifications directly by adding the suggestions I purpose (add sugg on batch and then use the Commit suggestion button).

[MatteoRobbiati]

Thank you for the last modifications.
It is ok for me.

[MatteoRobbiati]

I have done a last small fix, now I think it can be merged.

[scarrazza]

Looks good, I have linked the new example in sphinx.