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[ENH] STL and MSTL transformer #2960

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[ENH] STL and MSTL transformer #2960

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88b1c79
stl transformer (sketch)
TinaJin0228 Jul 28, 2025
191bca9
-
TinaJin0228 Jul 28, 2025
9965d1d
merge conflict
TinaJin0228 Aug 13, 2025
c19b095
avoid pandas and extra optimization for efficiency
TinaJin0228 Aug 14, 2025
1786ea9
mstl
TinaJin0228 Aug 15, 2025
6ea1b34
accelerate stl and mstl with numba
TinaJin0228 Aug 24, 2025
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2 changes: 2 additions & 0 deletions aeon/transformations/series/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -20,6 +20,7 @@
"ScaledLogitSeriesTransformer",
"SIVSeriesTransformer",
"PCASeriesTransformer",
"STLSeriesTransformer",
"WarpingSeriesTransformer",
"DifferenceTransformer",
]
Expand All @@ -45,5 +46,6 @@
from aeon.transformations.series._scaled_logit import ScaledLogitSeriesTransformer
from aeon.transformations.series._sg import SGSeriesTransformer
from aeon.transformations.series._siv import SIVSeriesTransformer
from aeon.transformations.series._stl import STLSeriesTransformer
from aeon.transformations.series._warping import WarpingSeriesTransformer
from aeon.transformations.series.base import BaseSeriesTransformer
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