add autoML notebook with examples

[marouabahri]

No description provided.

[tachyonicClock]

This is looking good in terms of the examples but there are some issues with how it will render on the website. The code that renders the website understands a slightly different version of markdown which can create some rendering issues (See https://nbsphinx.readthedocs.io/en/0.9.5/markdown-cells.html).

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These are not your fault, but something we have to workaround for now. Specifically you will need to add a newline before bullet point lists.

For example, use:

Blah blah blah

* Blah blah

instead of:

Blah blah blah
* Blah blah

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Another workaround is that the website needs header levels to only increment by one level at a time. Otherwise it misunderstands them:

This issue occurs when you skip header levels in the markdown. For example, this snippet creates issues:

# Header 1

### Header 3

This snippet does not:

# Header 1

## Header 2

### Header 3

#### Header 4

## Another Header 2

### Another Header 3

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Another concern is that certain lines are especially long and could benefit from being split over multiple lines. At the moment these lines require the reader to scroll horizontally.

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You can build the website by following the instructions on https://capymoa.org/contributing/docs.html#building-documentation