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

Violin plots on table & column #867

Closed
lars-reimann opened this issue Jun 28, 2024 · 1 comment · Fixed by #900
Closed

Violin plots on table & column #867

lars-reimann opened this issue Jun 28, 2024 · 1 comment · Fixed by #900
Assignees
@Muellersen @franzitn
Labels
enhancement 💡 New feature or request lab Suitable for the lab released Included in a release

Comments

@lars-reimann
Copy link
Member

lars-reimann commented Jun 28, 2024 •
edited
Loading

Is your feature request related to a problem?

Box plots offer a simplified visualization of the distribution that underlies the data. They might hide some important details, however (see this).

Desired solution

Add violin plots as a new visualization for tables and columns.

  • Add a method violin_plots() -> Image to the TablePlotter. It should show violin plots in a grid for all numeric columns, similar to how box plots for an entire table work.
  • Add a method violin_plot() -> Image to the ColumnPlotter.
  • Support dark mode (see Dark mode for plots #798) by adding the appropriate parameter, as outlined in the linked issue.

Possible alternatives (optional)

No response

Screenshots (optional)

No response

Additional Context (optional)

No response
@lars-reimann lars-reimann added the enhancement 💡 New feature or request label Jun 28, 2024
@github-project-automation github-project-automation bot moved this to Backlog in Library Jun 28, 2024
@lars-reimann lars-reimann added the lab Suitable for the lab label Jun 28, 2024
@saius02 saius02 added the team2 label Jul 5, 2024
@Muellersen Muellersen self-assigned this Jul 5, 2024
@franzitn franzitn self-assigned this Jul 5, 2024
@Muellersen Muellersen assigned Muellersen and unassigned Muellersen Jul 5, 2024
@franzitn franzitn moved this from Backlog to In Progress in Library Jul 5, 2024
@Muellersen Muellersen mentioned this issue Jul 12, 2024
Merged
@Muellersen Muellersen linked a pull request Jul 12, 2024 that will close this issue
feat: implement violin plots #900
Merged
@Muellersen Muellersen moved this from In Progress to Ready for Review in Library Jul 12, 2024
@github-project-automation github-project-automation bot moved this from Ready for Review to ✔️ Done in Library Jul 18, 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

@Muellersen Muellersen

@franzitn franzitn

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

Successfully merging a pull request may close this issue.

feat: implement violin plots Safe-DS/Library
4 participants
@lars-reimann @Muellersen @franzitn @saius02