tidymodels / tidymodels/important

speed up predictions()

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feature
Dominant language
R
Stars
19
Forks
1
Avg merge
2h 6m
Merged PRs (30d)
1

Description

Right now it calls augment() and is easy but fairly slow in some cases.

Contributor guide

No contributing guide indexed for this repository

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by locating the predictions() entry point and its call to augment(). Compare the current prediction path with the relevant package behavior and identify a measurable way to confirm that predictions are faster without changing their results; the issue does not name a file or test to run.

Written by the indexing model from the issue text.

Assessment

Tech stack
r
Domain
performance
Issue type
Refactor
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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