feat: major API redesign (WIP) #752
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@Safe-DS/library Since this drastically alters the API, I'll merge it in this unfinished state. I'll fix linter issues and tests in the coming days before the next release. |
lars-reimann
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May 15, 2024
## [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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Closes #694
Closes #699
Closes #714
Closes #748
Summary of Changes
LogisticRegressionClassifiertoLogisticClassifier(shorter + does not show up when searching for regression)LinearRegressionRegressortoLinearRegressor(shorter)SupportVectorMachineClassifiertoSupportVectorClassifier(a little less precise, but still unambiguous and shorter)SupportVectorMachineRegressortoSupportVectorRegressor(ditto)