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[ENH] Implemented Tracking differentiator-based multiview dilated characteristics (TD-MVDC) Classifier #2535

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Merged
MatthewMiddlehurst merged 32 commits into from
Jun 8, 2025
Merged

[ENH] Implemented Tracking differentiator-based multiview dilated characteristics (TD-MVDC) Classifier #2535

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c81ea42
Files and structure of tdmvdc class added
lucifer4073 Jan 24, 2025
72a0ced
utility functions for tdmvdc applied
lucifer4073 Jan 25, 2025
e34cd7a
unecessary files removed
lucifer4073 Jan 25, 2025
2b2640c
Initial implementation of TDMVDC added
lucifer4073 Feb 12, 2025
1b868e2
accuracy improved to the required 81 per cent
lucifer4073 Feb 13, 2025
741d761
Merge branch 'main' of https://github.com/aeon-toolkit/aeon into tdmvdc
lucifer4073 Feb 13, 2025
800f70b
test params added for tdmvdc
lucifer4073 Feb 13, 2025
8d3cd19
n_jobs temporarily disabled
lucifer4073 Feb 13, 2025
9153909
n_jobs test params removed
lucifer4073 Feb 13, 2025
3fbc73b
Revert "n_jobs test params removed"
lucifer4073 Feb 13, 2025
6c1c0cf
multithreading capability temporarily removed from tdmvdc
lucifer4073 Feb 23, 2025
5100067
Merge branch 'main' of https://github.com/aeon-toolkit/aeon into tdmvdc
lucifer4073 Feb 23, 2025
f999a6c
multithreading added
lucifer4073 Feb 23, 2025
38824f9
n_jobs removed from test_param
lucifer4073 Feb 23, 2025
d04b6ac
test added for tdmvdc
lucifer4073 Mar 11, 2025
e2f3e1e
test added for tdmvdc
lucifer4073 Mar 11, 2025
36a9e0c
Merge branch 'main' into tdmvdc
lucifer4073 Mar 11, 2025
ee85391
Merge branch 'main' into tdmvdc
lucifer4073 Mar 17, 2025
7c7de4e
optimized comments
lucifer4073 Mar 17, 2025
5ec6bf9
Merge branch 'main' into tdmvdc
MatthewMiddlehurst Mar 23, 2025
d4961de
TDMVDC branch updated with main
lucifer4073 May 13, 2025
0cc8e35
Made tdmvdc uniform across all feauture based classifiers
lucifer4073 May 17, 2025
6348e30
tdmvdc tested
lucifer4073 May 17, 2025
c25396a
TDMVD branch updated with main
lucifer4073 May 17, 2025
8d119fa
check constructor test exlcuded for tdmvdc
lucifer4073 May 17, 2025
d38f352
Merge branch 'main' into tdmvdc
TonyBagnall May 23, 2025
4f4111b
Merge branch 'main' into tdmvdc
TonyBagnall May 23, 2025
76034a8
Merge branch 'main' into tdmvdc
MatthewMiddlehurst May 23, 2025
42a8291
changed
lucifer4073 May 25, 2025
c35bb3b
Merge branch 'tdmvdc' of https://github.com/lucifer4073/aeon into tdmvdc
lucifer4073 May 25, 2025
9856e83
init file changed
lucifer4073 May 25, 2025
31c1b24
check constructor corrected tdmvdc
lucifer4073 May 26, 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 @@ -10,10 +10,12 @@
"SummaryClassifier",
"TSFreshClassifier",
"FreshPRINCEClassifier",
"TDMVDCClassifier",
]

from aeon.classification.feature_based._catch22 import Catch22Classifier
from aeon.classification.feature_based._fresh_prince import FreshPRINCEClassifier
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
from aeon.classification.feature_based._tsfresh import TSFreshClassifier
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