Think about other notebook demos

[Epanemu]

e.g. for binarizer

[Epanemu]

Good idea by @Illia-Kryvoviaz in #30
Make a notebook about maths behind it
I'd not make it a terribly high priority, probably the last in terms of the numbering

[Epanemu]

A list of notebooks - with decreasing priority

1. Folktables - get real sized data from the folktables library - e.g. 2 states - the choice ideally parametrized in one specific cell
2. Look inside - inside the script - show how to set up the encoder the way you want, what is happening and where + how the output (from the MIO solving) is interpreted
3. special example - you have your proprietary dataset (in a bank, e.g.) and you compare it to US Census (that we get for you via the folktables)
4. Writing your own binarized? - not sure here

[Epanemu]

5. maths above - we missed that - this could be called the theory behind MSD or sth

[Epanemu]

For the folktables (priority 1), use the function variant (X and y as input parameters) so that it is used at least once.
And for the variant with the ground truth distribution (priority 3), we should use the variant with X1 and X2 as parameters.

[Epanemu]

The priority 2 ntb should also include the information on how to select a different solver - explore all kwargs of MSD, for that matter.