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feat: function to drop columns with non-numerical values from Table#96

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lars-reimann merged 3 commits intomainfrom
13-a-function-which-drops-all-non-numerical-columns
Mar 27, 2023
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feat: function to drop columns with non-numerical values from Table#96
lars-reimann merged 3 commits intomainfrom
13-a-function-which-drops-all-non-numerical-columns

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Closes #13.

Summary of Changes

Add a method drop_columns_with_non_numerical_values to the Table class to return a new table without columns with non-numerical values.

@lars-reimann lars-reimann requested a review from a team as a code owner March 27, 2023 14:41
@lars-reimann lars-reimann linked an issue Mar 27, 2023 that may be closed by this pull request
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lars-reimann commented Mar 27, 2023

🦙 MegaLinter status: ✅ SUCCESS

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codecov bot commented Mar 27, 2023

Codecov Report

Merging #96 (f44376a) into main (7bad2e3) will increase coverage by 0.01%.
The diff coverage is 90.40%.

@@            Coverage Diff             @@
##             main      #96      +/-   ##
==========================================
+ Coverage   92.10%   92.12%   +0.01%     
==========================================
  Files          36       36              
  Lines        1228     1231       +3     
==========================================
+ Hits         1131     1134       +3     
  Misses         97       97              
Impacted Files Coverage Δ
src/safeds/data/tabular/containers/_table.py 91.56% <90.35%> (+0.13%) ⬆️
src/safeds/data/tabular/transformation/_imputer.py 97.95% <100.00%> (-0.09%) ⬇️

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@lars-reimann lars-reimann merged commit 8f14d65 into main Mar 27, 2023
@lars-reimann lars-reimann deleted the 13-a-function-which-drops-all-non-numerical-columns branch March 27, 2023 14:55
lars-reimann pushed a commit that referenced this pull request Mar 27, 2023
## [0.6.0](v0.5.0...v0.6.0) (2023-03-27)

### Features

* allow calling `correlation_heatmap` with non-numerical columns ([#92](#92)) ([b960214](b960214)), closes [#89](#89)
* function to drop columns with non-numerical values from `Table` ([#96](#96)) ([8f14d65](8f14d65)), closes [#13](#13)
* function to drop columns/rows with missing values ([#97](#97)) ([05d771c](05d771c)), closes [#10](#10)
* remove `list_columns_with_XY` methods from `Table` ([#100](#100)) ([a0c56ad](a0c56ad)), closes [#94](#94)
* rename `keep_columns` to `keep_only_columns` ([#99](#99)) ([de42169](de42169))
* rename `remove_outliers` to `drop_rows_with_outliers` ([#95](#95)) ([7bad2e3](7bad2e3)), closes [#93](#93)
* return new model when calling `fit` ([#91](#91)) ([165c97c](165c97c)), closes [#69](#69)

### Bug Fixes

* handling of missing values when dropping rows with outliers ([#101](#101)) ([0a5e853](0a5e853)), closes [#7](#7)
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🎉 This PR is included in version 0.6.0 🎉

The release is available on:

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@lars-reimann lars-reimann added the released Included in a release label Mar 27, 2023
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A function which drops all non numerical columns

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