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feat: move existing ML solutions into safeds.ml.classical
package
#213
feat: move existing ML solutions into safeds.ml.classical
package
#213
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## main #213 +/- ##
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Coverage 95.66% 95.66%
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Files 42 42
Lines 1476 1476
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Hits 1412 1412
Misses 64 64
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## [0.11.0](v0.10.0...v0.11.0) (2023-04-21) ### Features * `OneHotEncoder.inverse_transform` now maintains the column order from the original table ([#195](#195)) ([3ec0041](3ec0041)), closes [#109](#109) [#109](#109) * add `plot_` prefix back to plotting methods ([#212](#212)) ([e50c3b0](e50c3b0)), closes [#211](#211) * adjust `Column`, `Schema` and `Table` to changes in `Row` ([#216](#216)) ([ca3eebb](ca3eebb)) * back `Row` by a `polars.DataFrame` ([#214](#214)) ([62ca34d](62ca34d)), closes [#196](#196) [#149](#149) * clean up `Row` class ([#215](#215)) ([b12fc68](b12fc68)) * convert between `Row` and `dict` ([#206](#206)) ([e98b653](e98b653)), closes [#204](#204) * convert between a `dict` and a `Table` ([#198](#198)) ([2a5089e](2a5089e)), closes [#197](#197) * create column types for `polars` data types ([#208](#208)) ([e18b362](e18b362)), closes [#196](#196) * dataframe interchange protocol ([#200](#200)) ([bea976a](bea976a)), closes [#199](#199) * move existing ML solutions into `safeds.ml.classical` package ([#213](#213)) ([655f07f](655f07f)), closes [#210](#210) ### Bug Fixes * `table.keep_only_columns` now maps column names to correct data ([#194](#194)) ([459ab75](459ab75)), closes [#115](#115) * typo in type hint ([#184](#184)) ([e79727d](e79727d)), closes [#180](#180)
🎉 This PR is included in version 0.11.0 🎉 The release is available on:
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Closes #210.
Summary of Changes
We eventually want to support neural networks as well, which are supposed to reside in the
safeds.ml.neural
package. We do not want to have packages with different semantics (classification and regression as tasks, neural networks as a subset of ML methods) on the same package level, however. Because of this, we moved the existing methods into thesafeds.ml.classical
package.