perf: implement one hot encoder and imputer using polars#768
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lars-reimann merged 16 commits intomainfrom May 15, 2024
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perf: implement one hot encoder and imputer using polars#768lars-reimann merged 16 commits intomainfrom
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Codecov ReportAttention: Patch coverage is
Additional details and impacted files@@ Coverage Diff @@
## main #768 +/- ##
==========================================
- Coverage 99.91% 97.11% -2.80%
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Files 81 107 +26
Lines 5772 5520 -252
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- Hits 5767 5361 -406
- Misses 5 159 +154 ☔ View full report in Codecov by Sentry. |
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## [0.25.0](v0.24.0...v0.25.0) (2024-05-15) ### Features * major API redesign (WIP) ([#752](#752)) ([8e781f9](8e781f9)), closes [#694](#694) [#699](#699) [#714](#714) [#748](#748) * move NN converters and layers to separate packages ([#759](#759)) ([c6a4073](c6a4073)) * remove operations without replacement from tabular containers ([#747](#747)) ([0e5a54b](0e5a54b)) * specify partial order in label encoder ([#763](#763)) ([6fbe537](6fbe537)), closes [#639](#639) ### Bug Fixes * Conversion of tabular dataset to tensors ([#757](#757)) ([9e40b65](9e40b65)) * fixed devices with new polars implementation ([#756](#756)) ([e72339e](e72339e)) ### Performance Improvements * implement one hot encoder and imputer using polars ([#768](#768)) ([e993c17](e993c17))
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Summary of Changes
The one hot encoder and imputer are now also implemented using polars, providing better performance.
Tests should pass again now. We'll maximize coverage over the coming days.