Riccardo Cappuzzo comments

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                                            Riccardo Cappuzzo

Adding an example of how to perform timeseries forecasting with lagged features using expressions

After discussing IRL about this example, we decided that it should be a stand-alone example about handling timeseries with skrub, and that we should work on a different (simpler) example...

Adding an example of how to perform timeseries forecasting with lagged features using expressions

I am working on this example again and I was wondering if I should cut most of the content that's relevant specifically to the DatetimeEncoder and focus only on the...

Adding an example of how to perform timeseries forecasting with lagged features using expressions

For the record, I added the KBin discretizer to have "another method" to play with the expressions, but I don't have strong feelings about keeping it or removing it

Adding an example of how to perform timeseries forecasting with lagged features using expressions

> Did you find it? I believe that it is a regexp in the conf.py, in the sphinx-gallery configuration In the end, I think I was looking at the wrong...

Adding an example of how to perform timeseries forecasting with lagged features using expressions

Thanks a lot @glemaitre for all the comments, I have addressed most of them. I decided to remove the KBins discretizer because it was not bringing a lot of insight...

Adding an example of how to perform timeseries forecasting with lagged features using expressions

the legend wasn't fixed, I am saving it outside the bounding box and sphinx is only saving whatever ends in the bounding box of the figure so legend and title...

Adding an example of how to perform timeseries forecasting with lagged features using expressions

ready for review

Adding an example of how to perform timeseries forecasting with lagged features using expressions

> Hey Riccardo, I feel like this example is quite long and could be trimmed a little bit. > > In particular, I think the datetime encoder could be made...

Adding an example of how to perform timeseries forecasting with lagged features using expressions

After discussion with @Vincent-Maladiere, we were thinking of removing this example and replacing it with a much simpler example that shows how to work on dates using the DatetimeEncoder. Then,...

Adding an example of how to perform timeseries forecasting with lagged features using expressions

> I would think that we should also consider long term merging in stuff from the master-class into the skrub documentation. I think so for multiple reasons, but one of...