Open EmilHvitfeldt opened 2 months ago
Steps in {recipes} according to whether they can use sparse vectors
{themis} doesn't have any methods that apply.
{embed} only has step_feature_hash()
, but it is soft deprecated so I don't think it is worth it.
{textrecipes} has the following steps that produce sparsity
The remaining are unaffected
This will serve as the main hub of issues across the tidymodels ecosystem, regarding the implementation of sparse data in tibbles.
right now we are still in the exploratory phase, with work happening in https://github.com/EmilHvitfeldt/sparsevctrs to implement sparse vector classes that can be used within a tibble.
another thing we can do with this framework is allow sparse data as inputs to functions such as
vfold_cv()
,fit()
,predict()
etc etc, turning sparse data into sparse tibbles