Motives revamp#3

Merged

RTiedrez merged 21 commits intomainfrom

Feb 4, 2026

Commits on Feb 3, 2026

refactor: motives are now instances of own classes
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docs: update example notebook with new motive system
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feat: BREAKING CHANGES various improvements and bugfixes
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docs: fix rendering issue in notebook
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test: update tests to new Motives
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style: reformat
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docs: fix motives
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refactor: motive as list instead of string
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test: fix checks depending on (random) ordering of motives
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style: reformat
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style: remove obsolete comments
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docs: fix discarded reference
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fix: switche must_not_be_different and normalize_strings
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docs: fix obsolete type in docstring
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docs: add typehints
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Commits on Feb 4, 2026

fix: parse_list crashes on strings that do not represent lists
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fix: parse_list use startswith instead of endswith
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refactor: remove remove_value_if_appears_only_once since it was redundant with df.duplicated
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perf: move dropna higher in the block logic
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refactor: make preprocessing in .block more compact and pandas-esque
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docs: rebuild docs
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