New feature: Lag or windows features grouped by - #727

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Ezzaldin97 wants to merge 24 commits into

feature-engine:mainfrom

Ezzaldin97:groupby_ts_features

Commits on Feb 23, 2024

add group by variables to base forecast transformer
Ezzaldin97
committed
4d653a9
add group by variables to lag_features
Ezzaldin97
committed
4e9d849

Commits on Feb 25, 2024

add group by window features
Ezzaldin97
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7f40391
add group by expanding window features
Ezzaldin97
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b476748
add test cases of groupby timeseries features
Ezzaldin97
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02c59bd
ensure code style tests
Ezzaldin97
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0dd92cc
fixing typehint errors
Ezzaldin97
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47de2d6
fixing docs indentation issue
Ezzaldin97
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dd43c27
fixing docs indentation issue in lag_features
Ezzaldin97
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7459811

Commits on Feb 29, 2024

adjust formatting and code style in tests
Ezzaldin97
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12aa825
refactoring timeseries & reformatting the code
Ezzaldin97
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c3bee66

Commits on Mar 2, 2024

Commits on Apr 1, 2024

add group_by docstring to _docstring
Ezzaldin97
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b7b8bc9
remove check input of group_by
Ezzaldin97
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ba375a4
enhance performance of group_by window features operations
Ezzaldin97
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90f08f4
enhance performance of group_by expanding window features operations
Ezzaldin97
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66baa75
fix reindexing to original index after grouping bug
Ezzaldin97
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92f996d
fix reindexing to original index after grouping operation bug
Ezzaldin97
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152c037
replacing group_by docstring with group_by_docstring
Ezzaldin97
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5343e50
adjust code-style and formatting
Ezzaldin97
committed
ef1eaa8

Commits on Apr 2, 2024

remove white spaces
Ezzaldin97
committed
09db782