feat: Adds Dropout Layer by TellemHD · Pull Request #868 · Safe-DS/Library

TellemHD · 2024-06-28T11:56:10Z

Closes #848

Summary of Changes

Adds Dropout Layer and UnitTests

…tax and writes first two tests for DropoutLayer

github-actions · 2024-06-28T11:57:37Z

🦙 MegaLinter status: ✅ SUCCESS

Descriptor	Linter	Files	Fixed	Errors	Elapsed time
✅ PYTHON	black	5	0	0	1.05s
✅ PYTHON	mypy	5		0	2.43s
✅ PYTHON	ruff	5	0	0	0.4s
✅ REPOSITORY	git_diff	yes		no	0.39s

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

codecov · 2024-06-28T12:00:17Z

Codecov Report

Attention: Patch coverage is 98.11321% with 1 line in your changes missing coverage. Please review.

Project coverage is 97.64%. Comparing base (9f74e92) to head (9425a3a).
Report is 46 commits behind head on main.

Files with missing lines	Patch %	Lines
src/safeds/ml/nn/layers/_dropout_layer.py	97.82%	1 Missing ⚠️

Additional details and impacted files

@@           Coverage Diff           @@
##             main     #868   +/-   ##
=======================================
  Coverage   97.64%   97.64%           
=======================================
  Files         117      118    +1     
  Lines        6073     6126   +53     
=======================================
+ Hits         5930     5982   +52     
- Misses        143      144    +1

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

src/safeds/ml/nn/layers/_dropout_layer.py

src/safeds/ml/nn/layers/_internal_layers.py

src/safeds/ml/nn/layers/_dropout_layer.py

tests/safeds/ml/nn/test_dropout_workflow.py

Finished changing files accordingly to the comments

…into 848-dropout-layer

We don't want to test data preparation here.

## [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 · 2024-07-19T13:02:20Z

🎉 This PR is included in version 0.27.0 🎉

The release is available on:

v0.27.0
GitHub release

Your semantic-release bot 📦🚀

TellemHD added 5 commits June 21, 2024 15:58

adds InternalLayer and starts to add DropoutLayer

f0a81fd

hopefully finishes DropoutLayer

c6fccd7

Merge branch 'main' into 848-dropout-layer

f916761

edits DropoutLayer, defines DropoutLayer i ninit for better importSyn…

eded7e9

…tax and writes first two tests for DropoutLayer

adds even more UnitTests

0f8e1c1

TellemHD requested review from Gerhardsa0, Marsmaennchen221, lars-reimann and sibre28 as code owners June 28, 2024 11:56

TellemHD linked an issue Jun 28, 2024 that may be closed by this pull request

Dropout layer #848

Closed

TellemHD changed the title ~~Adds Dropout Layer and UnitTests~~ feat: Adds Dropout Layer and UnitTests Jun 28, 2024

TellemHD added 2 commits June 28, 2024 14:06

fixes linters

e7258a8

hopefully fixes linters again

0505086

lars-reimann changed the title ~~feat: Adds Dropout Layer and UnitTests~~ feat: Adds Dropout Layer Jun 28, 2024

lars-reimann and others added 4 commits June 28, 2024 14:32

style: fix linter issues

bd97f42

fixes spelling mistake and Linter

90ff801

adds UnitTest and edits getSize

aaedadb

adds dropout-workflow-Tests

7a2edfa

lars-reimann reviewed Jun 28, 2024

View reviewed changes

src/safeds/ml/nn/layers/_dropout_layer.py Outdated Show resolved Hide resolved

lars-reimann reviewed Jun 28, 2024

View reviewed changes

src/safeds/ml/nn/layers/_dropout_layer.py Show resolved Hide resolved

TellemHD and others added 3 commits June 28, 2024 15:44

hopefully fixes all linters now

a1de3c8

fixes it perhaps

d58ca8d

style: apply automated linter fixes

f18d8de

lars-reimann previously requested changes Jun 28, 2024

View reviewed changes

TellemHD added 2 commits June 28, 2024 16:33

fixes naming and some comments

1dcad04

adds prepared data and edits UnitTest as wishied in the comment

6b2b2d2

TellemHD requested a review from a team as a code owner June 28, 2024 18:49

TellemHD requested a review from lars-reimann June 28, 2024 18:54

TellemHD and others added 2 commits June 28, 2024 21:16

Merge branch 'main' into 848-dropout-layer

cac04f9

adds prepared data and edits UnitTest as wishied in the comment

b8680d9

TellemHD closed this Jun 28, 2024

TellemHD reopened this Jun 28, 2024

TellemHD and others added 6 commits June 28, 2024 21:22

removes unneccesary imports

ef070f2

Merge branch '848-dropout-layer' of https://github.com/Safe-DS/Library …

f38e2a4

…into 848-dropout-layer

docs: improve docstring

ccdc0e9

fix: use closed bounds, so boundary values are allowed

4c1017a

test: hardcode data

f0ef2ff

We don't want to test data preparation here.

fix: include probability when computing equality or hash

bc7dcde

lars-reimann force-pushed the 848-dropout-layer branch from 151401e to bc7dcde Compare June 29, 2024 17:48

Merge branch 'main' into 848-dropout-layer

9425a3a

lars-reimann approved these changes Jun 29, 2024

View reviewed changes

lars-reimann enabled auto-merge (squash) June 29, 2024 17:55

lars-reimann merged commit a76f0a1 into main Jun 29, 2024

lars-reimann deleted the 848-dropout-layer branch June 29, 2024 17:56

lars-reimann added the released Included in a release label Jul 19, 2024

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

feat: Adds Dropout Layer#868

feat: Adds Dropout Layer#868
lars-reimann merged 25 commits intomainfrom
848-dropout-layer

TellemHD commented Jun 28, 2024

Uh oh!

github-actions bot commented Jun 28, 2024 •

edited

Loading

Uh oh!

codecov bot commented Jun 28, 2024 •

edited

Loading

Uh oh!

Uh oh!

Uh oh!

Uh oh!

Uh oh!

Uh oh!

Uh oh!

Uh oh!

lars-reimann commented Jul 19, 2024

Uh oh!

Reviewers

Assignees

Labels

Projects

Milestone

Development

Uh oh!

3 participants

Conversation

TellemHD commented Jun 28, 2024

Summary of Changes

Uh oh!

github-actions bot commented Jun 28, 2024 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

🦙 MegaLinter status: ✅ SUCCESS

Uh oh!

codecov bot commented Jun 28, 2024 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Codecov Report

Uh oh!

Uh oh!

Uh oh!

Uh oh!

Uh oh!

Uh oh!

Uh oh!

Uh oh!

lars-reimann commented Jul 19, 2024

Uh oh!

Reviewers

Assignees

Labels

Projects

Milestone

Development

Uh oh!

3 participants

github-actions bot commented Jun 28, 2024 •

edited

Loading

codecov bot commented Jun 28, 2024 •

edited

Loading