feat: added from_str_to_temporal and continues prediction #767

Gerhardsa0 · 2024-05-15T12:25:29Z

now we can store dates as dates and the plots can make use of the date format, see test_lineplot.

Closes #806
Closes #765
Closes #740
Closes #773

Summary of Changes

removed time name from time series class
added time series tutorial
added multiple columns for line plot and scatter plot
added temporal data interface and temporal operations, also added legend to these plots
added continuous prediction
some refactoring and fixes

now the plots can make use of the date format, see test_lineplot

github-actions · 2024-05-15T12:27:05Z

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✅ PYTHON	mypy	43		0	3.05s
✅ PYTHON	ruff	43	0	0	0.14s
✅ REPOSITORY	git_diff	yes		no	0.14s

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lars-reimann · 2024-05-15T13:16:34Z

in polars they also work on series as I see. If yes, in which section should I add it.

For now, that's not needed. A column already has a method transform, which allows transforming the column based on an expression. Slightly more verbose, but we don't need to duplicate the API.

https://github.com/Safe-DS/Library into 765-feat-add-temporal-operations # Conflicts: # src/safeds/ml/nn/converters/_output_converter_time_series.py # tests/safeds/data/labeled/containers/_time_series_dataset/test_into_dataloader.py

Gerhardsa0 · 2024-05-15T16:05:00Z

pls do not merge right now, I also work on a tutorial on this branch

I have a problem here with also inverting the predictions from the neural network, I can only invert my test data.

…' into 765-feat-add-temporal-operations

lars-reimann · 2024-05-15T16:59:19Z

I've reverted this to a draft for the time being.

…at-add-temporal-operations

will work on the plot tmrw prediction now just overwrites the target column dates from str is still implemented

added multiple columns plot, note that this is a demo, as I have some questions

…at-add-temporal-operations

Gerhardsa0 · 2024-05-17T12:40:15Z

@lars-reimann right now, the line plot creates a confidence interval for the y column. Is there a use case for that, when there are multiple columns plotted, because it can make the plot messy. What would be preferred usage?

I have a demo implementation in table_plotter compare_plot.

…' into 765-feat-add-temporal-operations

prediction for example is right now bad

…at-add-temporal-operations # Conflicts: # docs/tutorials/classification.ipynb # docs/tutorials/convolutional_neural_network_for_image_classification.ipynb # docs/tutorials/machine_learning.ipynb # tests/safeds/ml/nn/converters/test_input_converter_time_series.py # tests/safeds/ml/nn/test_lstm_workflow.py

reworked tutorial

…' into 765-feat-add-temporal-operations

is not a avaible for a while and comment is outdated

sibre28

## [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 · 2024-07-19T13:03:29Z

🎉 This PR is included in version 0.27.0 🎉

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Gerhardsa0 and others added 6 commits May 8, 2024 18:30

chaged on request

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style: apply automated linter fixes

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added from_str_to_temporal

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now the plots can make use of the date format, see test_lineplot

picture

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Gerhardsa0 requested a review from a team as a code owner May 15, 2024 12:25

Gerhardsa0 linked an issue May 15, 2024 that may be closed by this pull request

feat: add temporal operations #765

Closed

Gerhardsa0 requested a review from lars-reimann May 15, 2024 12:25

Gerhardsa0 changed the title ~~added from_str_to_temporal~~ feat: added from_str_to_temporal May 15, 2024

Gerhardsa0 added 3 commits May 15, 2024 15:37

merged continues pr

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Gerhardsa0 changed the title ~~feat: added from_str_to_temporal~~ feat: added from_str_to_temporal and continues prediction May 15, 2024

megalinter-bot and others added 2 commits May 15, 2024 14:09

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Merge branch 'main' into 765-feat-add-temporal-operations

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Gerhardsa0 added 2 commits May 15, 2024 18:08

tutorial added

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Merge remote-tracking branch 'origin/765-feat-add-temporal-operations…

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…' into 765-feat-add-temporal-operations

lars-reimann marked this pull request as draft May 15, 2024 16:58

Gerhardsa0 added 6 commits May 16, 2024 01:17

Merge branch 'main' of https://github.com/Safe-DS/Library into 765-fe…

9ccb738

…at-add-temporal-operations

added inverse for prediction

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test

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saved some changes for now

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will work on the plot tmrw prediction now just overwrites the target column dates from str is still implemented

added structure for temporal operations

4fc06da

added multiple columns plot, note that this is a demo, as I have some questions

Merge branch 'main' of https://github.com/Safe-DS/Library into 765-fe…

959b981

…at-add-temporal-operations

Gerhardsa0 and others added 5 commits May 24, 2024 12:45

linter fixes

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fixed doc build

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Merge remote-tracking branch 'origin/765-feat-add-temporal-operations…

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…' into 765-feat-add-temporal-operations

fixed doc build

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prediction for example is right now bad

Gerhardsa0 mentioned this pull request May 29, 2024

Remove time_column from TimeSeriesDataset #806

Closed

Gerhardsa0 and others added 10 commits May 29, 2024 16:50

removed time_name from time_series dataset

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reworked tutorial

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Merge branch 'main' into 765-feat-add-temporal-operations

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Merge remote-tracking branch 'origin/765-feat-add-temporal-operations…

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fixed docs

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sibre28 previously approved these changes May 30, 2024

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Gerhardsa0 and others added 3 commits May 31, 2024 16:14

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Gerhardsa0 merged commit 35f468a into main May 31, 2024
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Gerhardsa0 deleted the 765-feat-add-temporal-operations branch May 31, 2024 16:44

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

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feat: added from_str_to_temporal and continues prediction #767

feat: added from_str_to_temporal and continues prediction #767

Gerhardsa0 commented May 15, 2024 •

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lars-reimann commented Jul 19, 2024

feat: added from_str_to_temporal and continues prediction #767

feat: added from_str_to_temporal and continues prediction #767

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