Move existing ML solutions to safeds.ml.classical
#210
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lars-reimann
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…213) 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 the `safeds.ml.classical` package. --------- Co-authored-by: megalinter-bot <[email protected]>
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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)
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Is your feature request related to a problem?
The existing ML solutions are grouped by task. This is not possible for neural networks.
Desired solution
Group all existing ML solutions into
safeds.ml.classical. Neural networks can then be moved tosafeds.ml.neural.Possible alternatives (optional)
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