feat: discretize table #327
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sibre28
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May 26, 2023
sibre28
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May 26, 2023
remove warnings remove inverse_transform bc the Discretizer isn't invertable
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sibre28
previously approved these changes
Jun 10, 2023
Marsmaennchen221
requested changes
Jun 18, 2023
Closed
# Conflicts: # src/safeds/data/tabular/transformation/__init__.py
Codecov Report
@@ Coverage Diff @@
## main #327 +/- ##
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Coverage 100.00% 100.00%
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Files 47 48 +1
Lines 2369 2428 +59
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+ Hits 2369 2428 +59
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sibre28
requested changes
Jun 23, 2023
Marsmaennchen221
requested changes
Jun 30, 2023
Marsmaennchen221
requested changes
Jul 6, 2023
Marsmaennchen221
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Jul 7, 2023
lars-reimann
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Jul 13, 2023
## [0.15.0](v0.14.0...v0.15.0) (2023-07-13) ### Features * Add copy method for tables ([#405](#405)) ([72e87f0](72e87f0)), closes [#275](#275) * add gaussian noise to image ([#430](#430)) ([925a505](925a505)), closes [#381](#381) * add schema conversions when adding new rows to a table and schema conversion when creating a new table ([#432](#432)) ([6e9ff69](6e9ff69)), closes [#404](#404) [#322](#322) [#127](#127) [#322](#322) [#127](#127) * add test for empty tables for the method `Table.sort_rows` ([#431](#431)) ([f94b768](f94b768)), closes [#402](#402) * added color adjustment feature ([#409](#409)) ([2cbee36](2cbee36)), closes [#380](#380) * added test_repr table tests ([#410](#410)) ([cb77790](cb77790)), closes [#349](#349) * discretize table ([#327](#327)) ([5e3da8d](5e3da8d)), closes [#143](#143) * Improve error handling of TaggedTable ([#450](#450)) ([c5da544](c5da544)), closes [#150](#150) * Maintain tagging in methods inherited from `Table` class ([#332](#332)) ([bc73a6c](bc73a6c)), closes [#58](#58) * new error class `OutOfBoundsError` ([#438](#438)) ([1f37e4a](1f37e4a)), closes [#262](#262) * rename several `Table` methods for consistency ([#445](#445)) ([9954986](9954986)), closes [#439](#439) * suggest similar columns if column gets accessed that doesnt exist ([#385](#385)) ([6a097a4](6a097a4)), closes [#203](#203) ### Bug Fixes * added the missing ids in parameterized tests ([#412](#412)) ([dab6419](dab6419)), closes [#362](#362) * don't warn if `Imputer` transforms column without missing values ([#448](#448)) ([f0cb6a5](f0cb6a5)) * Warnings raised by underlying seaborn and numpy libraries ([#425](#425)) ([c4143af](c4143af)), closes [#357](#357)
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Closes #143.
Summary of Changes
Discretizerinsafeds.data.tabular.transformationthat wraps theKBinsDiscretizerofscikit-learnTableTransformer__init__for now only has a parameternumber_of_binsto control how many bins are creatednumber_of_binsis less than 2, it raises aValueError