Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

feat: specify partial order in label encoder #763

Merged
merged 21 commits into from
May 14, 2024
Merged

Conversation

lars-reimann
Copy link
Member

@lars-reimann lars-reimann commented May 14, 2024

Closes #639

Summary of Changes

  • Optionally specify a partial order of labels in the label encoder
  • Performance: Implement RangeScaler, StandardScaler, LabelEncoder with polars

Copy link
Contributor

github-actions bot commented May 14, 2024

🦙 MegaLinter status: ✅ SUCCESS

Descriptor Linter Files Fixed Errors Elapsed time
✅ PYTHON black 59 0 0 2.74s
✅ PYTHON mypy 59 0 4.57s
✅ PYTHON ruff 59 0 0 0.32s
✅ REPOSITORY git_diff yes no 0.44s

See detailed report in MegaLinter reports
Set VALIDATE_ALL_CODEBASE: true in mega-linter.yml to validate all sources, not only the diff

MegaLinter is graciously provided by OX Security

@lars-reimann lars-reimann marked this pull request as ready for review May 14, 2024 20:17
@lars-reimann lars-reimann requested a review from a team as a code owner May 14, 2024 20:17
@lars-reimann lars-reimann merged commit 6fbe537 into main May 14, 2024
3 of 10 checks passed
@lars-reimann lars-reimann deleted the transformers branch May 14, 2024 20:17
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))
@lars-reimann
Copy link
Member Author

🎉 This PR is included in version 0.25.0 🎉

The release is available on:

Your semantic-release bot 📦🚀

@lars-reimann lars-reimann added the released Included in a release label May 15, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
released Included in a release
Projects
None yet
Development

Successfully merging this pull request may close these issues.

LabelEncoder: Specify order of values
2 participants