Add Model Comparison Functionality to NotebookCollection

[ploomber]

Add Model Comparison Functionality to NotebookCollection

[idomic]

@hcho1111 let's take this right after the blog is ready to publish

[edublancas]

this is a great idea. I actually released something like this, but only implemented it for confusion matrix: https://sklearn-evaluation.readthedocs.io/en/latest/user_guide/compare.html

the idea is that to compare two models you could do:

# plot for model one
plot_one = ...

# plot for model two
plot_two = ...


# compare models in a single plot
plot_one + plot_two

We could implement the same logic for the other plots we have, and then incorporate that into NotebookCollection. thoughts? Do you want to give this a try?

[edublancas]

we implemented some of these features as part of the plot module