perf: implement one hot encoder and imputer using polars #768
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
🦙 MegaLinter status: ✅ SUCCESS
See detailed report in MegaLinter reports MegaLinter is graciously provided by |
lars-reimann
force-pushed
the
transformers-2
branch
from
ab8856e to
38da681
Compare
lars-reimann
force-pushed
the
transformers-2
branch
from
ec42a4c to
317b9d9
Compare
Codecov ReportAttention: Patch coverage is
Additional details and impacted files@@ Coverage Diff @@
## main #768 +/- ##
==========================================
- Coverage 99.91% 97.11% -2.80%
==========================================
Files 81 107 +26
Lines 5772 5520 -252
==========================================
- Hits 5767 5361 -406
- Misses 5 159 +154 ☔ View full report in Codecov by Sentry. |
lars-reimann
pushed a commit
that referenced
this pull request
May 15, 2024
## [0.25.0](v0.24.0...v0.25.0) (2024-05-15) ### Features * major API redesign (WIP) ([#752](#752)) ([8e781f9](8e781f9)), closes [#694](#694) [#699](#699) [#714](#714) [#748](#748) * move NN converters and layers to separate packages ([#759](#759)) ([c6a4073](c6a4073)) * remove operations without replacement from tabular containers ([#747](#747)) ([0e5a54b](0e5a54b)) * specify partial order in label encoder ([#763](#763)) ([6fbe537](6fbe537)), closes [#639](#639) ### Bug Fixes * Conversion of tabular dataset to tensors ([#757](#757)) ([9e40b65](9e40b65)) * fixed devices with new polars implementation ([#756](#756)) ([e72339e](e72339e)) ### Performance Improvements * implement one hot encoder and imputer using polars ([#768](#768)) ([e993c17](e993c17))
|
🎉 This PR is included in version 0.25.0 🎉 The release is available on:
Your semantic-release bot 📦🚀 |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Summary of Changes
The one hot encoder and imputer are now also implemented using polars, providing better performance.
Tests should pass again now. We'll maximize coverage over the coming days.