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[ENH] Add MechaClassifier: Multiview Enhanced Characteristics for TSC #3113

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[ENH] Add MechaClassifier: Multiview Enhanced Characteristics for TSC #3113

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ac5e30a
Add MechaClassifier and feature extraction utilities
Nithurshen Nov 16, 2025
803287f
Add MechaClassifier and feature extraction utilities v2
Nithurshen Nov 16, 2025
e0cab5f
Adding changelogs
Nithurshen Nov 16, 2025
3c341fb
Merge branch 'main' into feat/mecha-classifier
Nithurshen Nov 16, 2025
1a57e5e
Adding multithreading support
Nithurshen Nov 16, 2025
d9f2bf6
Fixing memory bottleneck
Nithurshen Nov 16, 2025
43d78d4
Fixing multithreading
Nithurshen Nov 16, 2025
9358cf4
Removing TSFResh dependency
Nithurshen Nov 17, 2025
2fcc69d
Fixing tests
Nithurshen Nov 17, 2025
9d6c101
Fix parameter mutation
Nithurshen Nov 17, 2025
d26a0b5
Fixing tests
Nithurshen Nov 17, 2025
ed9230c
resolve CI compliance
Nithurshen Nov 17, 2025
9f18453
Fixing comments
Nithurshen Nov 17, 2025
215d76e
Allow TSFresh/TSFreshRelevant as feature extractors in MechaClassifier
Nithurshen Nov 17, 2025
d31449d
Fixing tests
Nithurshen Nov 17, 2025
2eabee8
Merge branch 'main' into feat/mecha-classifier
Nithurshen Nov 19, 2025
0b203b5
Fixing bidirect_dilation_mapping and bidirect_interleaving_mapping an…
Nithurshen Nov 19, 2025
d7857bf
Removing TSFreshRelevant
Nithurshen Nov 19, 2025
f44153a
Merge branch 'main' into feat/mecha-classifier
Nithurshen Nov 20, 2025
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2 changes: 2 additions & 0 deletions aeon/classification/feature_based/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -11,10 +11,12 @@
"TSFreshClassifier",
"FreshPRINCEClassifier",
"TDMVDCClassifier",
"MechaClassifier",
]

from aeon.classification.feature_based._catch22 import Catch22Classifier
from aeon.classification.feature_based._fresh_prince import FreshPRINCEClassifier
from aeon.classification.feature_based._mecha import MechaClassifier
from aeon.classification.feature_based._signature_classifier import SignatureClassifier
from aeon.classification.feature_based._summary import SummaryClassifier
from aeon.classification.feature_based._tdmvdc import TDMVDCClassifier
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