feat: return new model when calling fit#91
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lars-reimann merged 6 commits intomainfrom Mar 27, 2023
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@@ Coverage Diff @@
## main #91 +/- ##
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+ Coverage 91.53% 92.11% +0.57%
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Files 36 36
Lines 1134 1230 +96
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+ Hits 1038 1133 +95
- Misses 96 97 +1
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## [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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Closes #69.
Summary of Changes
The
fitmethod of classifiers/regressors now returns a new (fitted) classifier regressor. The receiver of the method call is not changed anymore. This is consistent with the methods on theTableclass and other data containers. Furthermore,fitis now a pure function, which works better in notebooks and our own execution strategy.