Roadmap: recipes support for sparse tibbles
EmilHvitfeldt opened this issue · 1 comments
EmilHvitfeldt commented
This issue is purely based on the integration part of using sparse tibbles in recipes as input/output. A different roadmap issue will be posted about having individual steps produce sparse columns.
What we need:
-
recipe()
to take sparse tibbles as data #1364 -
recipe()
to take {Matrix} sparse matrix as data #1367- turn them into sparse tibbles early
-
prep()
to take sparse tibbles as data #1366 -
prep()
to take {Matrix} sparse matrix as data #1368- turn them into sparse tibbles early
-
bake()
to take sparse tibbles as data #1366 -
bake()
to take {Matrix} sparse matrix as data #1369- turn them into sparse tibbles early
- Document how sparse tibbles work within a recipe #1370
- not all transformations are sparse safe
Adding all of this will give us
- standalone usage of sparse matrices in {recipes}
- everything it needs to be able to work with the rest of {tidymodels} in regards to sparse tibbles
github-actions commented
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