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.

Sign up for GitHub

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

Jump to bottom

Functional table transformer #858

Closed
lars-reimann opened this issue Jun 24, 2024 · 2 comments · Fixed by #901
Closed

Functional table transformer #858

lars-reimann opened this issue Jun 24, 2024 · 2 comments · Fixed by #901
Assignees
@Tarmandan @wastedareas
Labels
enhancement 💡 New feature or request lab Suitable for the lab released Included in a release team1

Comments

@lars-reimann
Copy link
Member

lars-reimann commented Jun 24, 2024 •
edited by wastedareas
Loading

Is your feature request related to a problem?

Currently, users can transform a table either with a TableTransformer or with the methods of Table. However, only a TableTransformer can be used in a SequentialTableTransformer (see #802).

Desired solution

  • Add a new class FunctionalTableTransformer
  • Superclass: TableTransformer
  • Constructor parameters:
    • transformer: Callable[[Table], Table] The function transforms a table and returns the transformed table.
  • is_fitted: Always True, immediately after constructing the model.
  • fit: Is a no-OP. Just return self.
  • transform: Call the transformer you got in the constructor and return the result.

Possible alternatives (optional)

No response

Screenshots (optional)

No response

Additional Context (optional)

No response
@lars-reimann lars-reimann added enhancement 💡 New feature or request lab Suitable for the lab labels Jun 24, 2024
@github-project-automation github-project-automation bot moved this to Backlog in Library Jun 24, 2024
@Tarmandan Tarmandan moved this from Backlog to In Progress in Library Jun 28, 2024
@wastedareas
Copy link
Contributor

All tests completed successfully

@Tarmandan Tarmandan mentioned this issue Jul 12, 2024
Merged
@Tarmandan Tarmandan linked a pull request Jul 12, 2024 that will close this issue
feat: add FunctionalTableTransformer #901
Merged
@github-project-automation github-project-automation bot moved this from In Progress to ✔️ Done in Library Jul 12, 2024
lars-reimann pushed a commit that referenced this issue Jul 19, 2024
@semantic-release-bot
chore(release): 0.27.0 [skip ci]
9ba23a4 
## [0.27.0](v0.26.0...v0.27.0) (2024-07-19)

### Features

*  join ([#870](#870)) ([5764441](5764441)), closes [#745](#745)
* activation function for forward layer ([#891](#891)) ([5b5bb3f](5b5bb3f)), closes [#889](#889)
* add `ImageDataset.split` ([#846](#846)) ([3878751](3878751)), closes [#831](#831)
* add FunctionalTableTransformer ([#901](#901)) ([37905be](37905be)), closes [#858](#858)
* add InvalidFitDataError ([#824](#824)) ([487854c](487854c)), closes [#655](#655)
* add KNearestNeighborsImputer ([#864](#864)) ([fcdfecf](fcdfecf)), closes [#743](#743)
* add moving average plot ([#836](#836)) ([abcf68a](abcf68a))
* add RobustScaler ([#874](#874)) ([62320a3](62320a3)), closes [#650](#650) [#873](#873)
* add SequentialTableTransformer ([#893](#893)) ([e93299f](e93299f)), closes [#802](#802)
* add temporal operations ([#832](#832)) ([06eab77](06eab77))
* added 'histogram_2d' in TablePlotter  ([#903](#903)) ([4e65ba9](4e65ba9)), closes [#869](#869) [#798](#798)
* added from_str_to_temporal and continues prediction ([#767](#767)) ([35f468a](35f468a)), closes [#806](#806) [#765](#765) [#740](#740) [#773](#773)
* added GRU layer ([#845](#845)) ([d33cb5d](d33cb5d))
* Adds Dropout Layer ([#868](#868)) ([a76f0a1](a76f0a1)), closes [#848](#848)
* dark mode for plots ([#911](#911)) ([5447551](5447551)), closes [#798](#798)
* easily create a baseline model ([#811](#811)) ([8e1b995](8e1b995)), closes [#710](#710)
* get first cell with value other than `None` ([#904](#904)) ([5a0cdb3](5a0cdb3)), closes [#799](#799)
* hyperparameter optimization for fnn models ([#897](#897)) ([c1f66e5](c1f66e5)), closes [#861](#861)
* implement violin plots ([#900](#900)) ([9f5992a](9f5992a)), closes [#867](#867)
* plot decision tree ([#876](#876)) ([d3f81dc](d3f81dc)), closes [#856](#856)
* prediction no longer takes a time series dataset only table ([#838](#838)) ([762e5c2](762e5c2)), closes [#837](#837)
* raise if `remove_colums` is called with unknown column by default ([#852](#852)) ([8f78163](8f78163)), closes [#807](#807)
* regularization strength for logistic classifier ([#866](#866)) ([9f74e92](9f74e92)), closes [#750](#750)
* reorders parameters of RangeScaler and makes them keyword-only ([#847](#847)) ([2b82db7](2b82db7)), closes [#809](#809)
* replace seaborn with matplotlib for box_plot ([#863](#863)) ([4ef078e](4ef078e)), closes [#805](#805) [#849](#849)
* replaced seaborn with matplotlib for correlation_heatmap ([#850](#850)) ([d4680d4](d4680d4)), closes [#800](#800) [#849](#849)

### Bug Fixes

* **deps:** bump urllib3 from 2.2.1 to 2.2.2 ([#842](#842)) ([b81bcd6](b81bcd6)), closes [#3122](https://github.com/Safe-DS/Library/issues/3122) [#3363](https://github.com/Safe-DS/Library/issues/3363) [#3122](https://github.com/Safe-DS/Library/issues/3122) [#3363](https://github.com/Safe-DS/Library/issues/3363) [#3406](https://github.com/Safe-DS/Library/issues/3406) [#3398](https://github.com/Safe-DS/Library/issues/3398) [#3399](https://github.com/Safe-DS/Library/issues/3399) [#3396](https://github.com/Safe-DS/Library/issues/3396) [#3394](https://github.com/Safe-DS/Library/issues/3394) [#3391](https://github.com/Safe-DS/Library/issues/3391) [#3316](https://github.com/Safe-DS/Library/issues/3316) [#3387](https://github.com/Safe-DS/Library/issues/3387) [#3386](https://github.com/Safe-DS/Library/issues/3386)
* labels of correlation heatmap ([#894](#894)) ([a88a609](a88a609)), closes [#871](#871)
* make multi-processing in baseline models more consistent ([#909](#909)) ([fa24560](fa24560)), closes [#907](#907)

### Performance Improvements

* improved performance in various methods in `Image` and `ImageList` ([#879](#879)) ([134e7d8](134e7d8))
@lars-reimann
Copy link
Member Author

🎉 This issue has been resolved in version 0.27.0 🎉

The release is available on:

Your semantic-release bot 📦🚀

@lars-reimann lars-reimann added the released Included in a release label Jul 19, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees

@Tarmandan Tarmandan

@wastedareas wastedareas

Labels
enhancement 💡 New feature or request lab Suitable for the lab released Included in a release team1
Projects
Library
Status: ✔️ Done
Milestone
No milestone
Development

Successfully merging a pull request may close this issue.

feat: add FunctionalTableTransformer Safe-DS/Library
3 participants
@lars-reimann @Tarmandan @wastedareas