recipes

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For cases like [this one](https://stackoverflow.com/questions/76158409/log-transform-outcome-variable-in-tidymodels-workflow), we should: - supplement this error message with "you should do this with the outcome data" - point to a FAQ or something that we...

topepo

Make step_bagimpute more scalable

1

I'm finding `step_bagimpute` not particularly scalable for large datasets. This is not ideal given that bagged imputations are supposed to be the scalable alternative to imputing via KNN. To illustrate,...

saadaslam

step_lag should have an order_by argument

1

Currently it requires that the input tibble is appropriately sorted, but we could just pass a column to sort by to `dplyr::lag` in the implementation. Probably can get around to...

alexpghayes

caret xgb na.action=na.pass does not work while using recipes

1

The same dataset with an NA value does not work with caret-recipes pipeline whereas the single caret does not cause any issues. ``` r library(caret) #> Loading required package: lattice...

LordRudolf

`prep` quietly erases factor levels when `strings_as_factors = TRUE` (the default)

2

Hey everyone, just spent a couple hours debugging an issue where `prep()` was quietly replacing missing factor levels with `NA` in a variable that ultimately wasn't included in any preprocessing...

mrkaye97

`check_training_set()` should probably loosely check `training` column types

1

If you specify a `recipe()` with a particular data frame, then `prep()` with a different data frame, `check_training_data()` does a few checks to make sure the two are compatible. In...

DavisVaughan

Should there be a catch for this particular error that gets produced in `step_dummy()` when it tries to calculate too big of a matrix? I realise this will eventually get...

EmilHvitfeldt

Deselecting a variable with `step_select(-my_variable)` causes prediction to fail

4

A surprising error on `step_select`. If you deselect a predictor using `step_select`, then fit a model with the recipe and try to predict, it will yield an error message ```...

adisarid

`step_bs()` with fixed knots not matching `splines::bs()` output

1

## The problem I'm having trouble with fitting a cubic spline with fixed knots. I would expect the number of terms in the fitted model to be equal to `degree...

andeek

feature request for step_window

1

I think it would make a lot of sense to add a "type" argument to this step with the options of "centered" & "lagging". Ideally, I would really like to...

kylegilde