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[ENH] Add MADRID multi-length discord anomaly detector #3702

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[ENH] Add MADRID multi-length discord anomaly detector #3702

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9d01268
[ENH] Add MADRID multi-length discord anomaly detector
JayeshSuryavanshi Aug 2, 2026
55d618c
Convert MADRID subsequence scores to pointwise scores
JayeshSuryavanshi Aug 15, 2026
89cb327
Merge branch 'main' into feat/madrid
TonyBagnall Aug 26, 2026
bc1e0a4
Build pointwise scores from identified discords only; add predict_dis…
JayeshSuryavanshi Sep 1, 2026
9df9fdb
Merge branch 'main' into feat/madrid
TonyBagnall Sep 1, 2026
7c3125d
Add best_interval to predict_discords; max_length=None automatic mode
JayeshSuryavanshi Sep 4, 2026
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2 changes: 2 additions & 0 deletions aeon/anomaly_detection/series/distance_based/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -5,6 +5,7 @@
"KMeansAD",
"LeftSTAMPi",
"LOF",
"MADRID",
"MERLIN",
"STOMP",
"ROCKAD",
Expand All @@ -14,6 +15,7 @@
from aeon.anomaly_detection.series.distance_based._kmeans import KMeansAD
from aeon.anomaly_detection.series.distance_based._left_stampi import LeftSTAMPi
from aeon.anomaly_detection.series.distance_based._lof import LOF
from aeon.anomaly_detection.series.distance_based._madrid import MADRID
from aeon.anomaly_detection.series.distance_based._merlin import MERLIN
from aeon.anomaly_detection.series.distance_based._rockad import ROCKAD
from aeon.anomaly_detection.series.distance_based._stomp import STOMP
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