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v1.1.md

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v1.1.0

April 2025

Highlights

  • Python 3.13 is now supported and dependency bounds have been raised
  • df-list collections now require (n_cases, n_channels, n_timepoints) formatting. Make sure each dataframe in the list has channels as the first dimension and timepoints are the second.
  • The ROCKAD anomaly detector has been added ({user}pattplatt)
  • THe KASBA clusterer has been added ({user}chrisholder)
  • Lots of documentation improvements and bug fixes

Anomaly Detection

Documentation

  • [DOC] Anomaly Detection Overview Notebook ({pr}2446) {user}itsdivya1309

Enhancements

  • [ENH] Added ROCKAD anomaly detector to aeon ({pr}2376) {user}pattplatt
  • [ENH] Replace prts metrics ({pr}2400) {user}aryanpola

Benchmarking

Deprecation

  • [MNT,DEP] _binary.py metrics deprecated ({pr}2600) {user}aryanpola

Documentation

  • Fix docstring inconsistencies in benchmarking module (resolves #809) ({pr}2735) {user}adityagh006

Enhancements

  • [ENH] Replace prts metrics ({pr}2400) {user}aryanpola
  • [ENH] Remove MutilROCKETRegressor from alias mapping ({pr}2623) {user}Kaustbh
  • [ENH] Hard-Coded Tests for test_metrics.py ({pr}2672) {user}aryanpola

Maintenance

  • [MNT,DEP] _binary.py metrics deprecated ({pr}2600) {user}aryanpola

Classification

Bug Fixes

  • [BUG] Passed stride parameter to LITETimeClassifier ({pr}2502) {user}kavya-r30
  • [BUG] LITE Network : Fixed list arguments ({pr}2510) {user}kavya-r30

Documentation

  • [DOC] Add LITETimeClassifier Example to Classification Notebook ({pr}2419) {user}sumana-2705
  • [DOC] Inserting the right paper reference ({pr}2440) {user}adilsonmedronha
  • [DOC] LITE Time classifier metrics ({pr}2464) {user}dschrempf
  • [DOC] Updated docstring to clarify class_weight parameter in MRHydraClassifier ({pr}2505) {user}Akhil-Jasson
  • [DOC] added type hints to 'classification->convolution_based' module ({pr}2494) {user}YashviMehta03
  • [DOC] Documentation improvement of BaseDeepClassifier and BaseCollectionEstimator ({pr}2516) {user}kevinzb56
  • [DOC] Add 'Raises' section to docstring (#1766) ({pr}2484) {user}Nikitas100

Enhancements

  • [ENH] Added possibility for pooling strides in TimeCNN ({pr}2485) {user}kavya-r30
  • [ENH] Replace SFA with SFAFast in REDCOMETS ({pr}2418) {user}itsdivya1309
  • [ENH] Added class weights to feature based classifiers ({pr}2512) {user}lucifer4073
  • [ENH] Set outlier_norm default to True for Catch22 estimators ({pr}2659) {user}tanishy7777

Maintenance

  • [MNT] Fixed wrong type annotations for aeon classes ({pr}2488) {user}shinymack
  • [MNT] Raise version bound for scikit-learn 1.6 ({pr}2486) {user}MatthewMiddlehurst
  • [MNT] Remove REDCOMETs from testing exclusion list ({pr}2630) {user}MatthewMiddlehurst

Clustering

Documentation

  • [DOC] Update Partitional clustering notebook ({pr}2483) {user}Akhil-Jasson
  • [DOC] Notebook on Feature-based Clustering ({pr}2579) {user}itsdivya1309

Enhancements

  • [ENH] KASBA clusterer ({pr}2428) {user}chrisholder
  • [ENH] Removed Reshape Layer from Deep Learning Clusterers ({pr}2495) {user}kavya-r30
  • [ENH] Adds kdtw kernel support for kernelkmeans ({pr}2645) {user}tanishy7777
  • [ENH] Add dummy clusterer tags ({pr}2551) {user}MatthewMiddlehurst

Maintenance

  • [MNT] Fix random state deep clustering checking test ({pr}2528) {user}hadifawaz1999
  • [MNT] Raise version bound for scikit-learn 1.6 ({pr}2486) {user}MatthewMiddlehurst

Datasets

Enhancements

  • [ENH] Collection conversion cleanup and df-list fix ({pr}2654) {user}MatthewMiddlehurst

Distances

Bug Fixes

  • [BUG, ENH] SFA fix: Std-Normalization, as used in BOSS and WEASEL models, is potentially harmful for lower bounding ({pr}2461) {user}patrickzib

Documentation

  • [DOC] ddtw_distance Documentation Fix ({pr}2443) {user}notaryanramani
  • [DOC] Distance function notebook #2395 ({pr}2487) {user}kevinzb56

Enhancements

  • [BUG, ENH] SFA fix: Std-Normalization, as used in BOSS and WEASEL models, is potentially harmful for lower bounding ({pr}2461) {user}patrickzib
  • [ENH] Adds support for distances that are asymmetric but supports unequal length ({pr}2613) {user}tanishy7777
  • [ENH] Support for unequal length in itakura parallelogram ({pr}2647) {user}tanishy7777
  • [ENH] Implement DTW with Global alignment ({pr}2565) {user}tanishy7777

Forecasting

Documentation

  • [DOC] Added Docstring for regression forecasting ({pr}2564) {user}kavya-r30

Enhancements

  • [ENh] Forecasting tests ({pr}2427) {user}TonyBagnall

Networks

Bug Fixes

  • [BUG] LITE Network : Fixed list arguments ({pr}2510) {user}kavya-r30

Enhancements

  • [ENH] Added possibility for pooling strides in TimeCNN ({pr}2485) {user}kavya-r30
  • [ENH] Add and Validate n_layers, n_units, activation & dropout_rate kwargs to MLPNetwork ({pr}2338) {user}aadya940
  • [ENH] Test coverage for AEResNetNetwork Improved ({pr}2518) {user}lucifer4073
  • [ENH] Test coverage for MLP Network improved ({pr}2537) {user}shinymack
  • [ENH] Test coverage for FCNNetwork Improved ({pr}2559) {user}lucifer4073
  • [ENH] Test coverage for AEFCNNetwork Improved ({pr}2558) {user}lucifer4073
  • [ENH] Test coverage for TimeCNNNetwork Improved ({pr}2534) {user}lucifer4073
  • [ENH] Test coverage for Resnet Network ({pr}2553) {user}kavya-r30

Regression

Bug Fixes

  • [BUG] LITE Network : Fixed list arguments ({pr}2510) {user}kavya-r30

Documentation

  • [DOC] Base collection class docstring formatting ({pr}2452) {user}TonyBagnall
  • [DOC] Inconsistent double quotes in regression module ({pr}2640) {user}Val-2608

Maintenance

  • [MNT] Fixed wrong type annotations for aeon classes ({pr}2488) {user}shinymack
  • [MNT] Raise version bound for scikit-learn 1.6 ({pr}2486) {user}MatthewMiddlehurst

Segmentation

Enhancements

  • [ENH] Remove test exclusions ({pr}2409) {user}TonyBagnall

Transformations

Bug Fixes

  • [BUG] add ExpSmoothingSeriesTransformer and MovingAverageSeriesTransformer to init ({pr}2550) {user}Cyril-Meyer
  • [BUG] SevenNumberSummary bugfix and input rename ({pr}2555) {user}MatthewMiddlehurst

Documentation

  • [DOC] Base collection class docstring formatting ({pr}2452) {user}TonyBagnall
  • [DOC] Create smoothing filters notebook ({pr}2547) {user}Cyril-Meyer
  • [DOC] Clarify documentation regarding unequal length series limitation ({pr}2589) {user}Kaustbh

Enhancements

  • [ENH] Refactor BinSegSegmenter to BinSegmenter ({pr}2408) {user}TonyBagnall
  • [ENH] Remove test exclusions ({pr}2409) {user}TonyBagnall

Unit Testing

Enhancements

  • [ENH] Remove test exclusions ({pr}2409) {user}TonyBagnall
  • [ENh] Forecasting tests ({pr}2427) {user}TonyBagnall
  • [ENH] adjust test for non numpy output ({pr}2517) {user}TonyBagnall
  • [ENH] Collection conversion cleanup and df-list fix ({pr}2654) {user}MatthewMiddlehurst
  • [MNT,ENH] Update to allow Python 3.13 ({pr}2608) {user}MatthewMiddlehurst

Maintenance

  • [MNT] Testing fixes ({pr}2531) {user}MatthewMiddlehurst
  • [MNT] Fix random state deep clustering checking test ({pr}2528) {user}hadifawaz1999
  • [MNT] Skip some expected results tests when numba is disabled ({pr}2639) {user}MatthewMiddlehurst
  • [MNT] Remove REDCOMETs from testing exclusion list ({pr}2630) {user}MatthewMiddlehurst
  • [MNT,ENH] Update to allow Python 3.13 ({pr}2608) {user}MatthewMiddlehurst

Visualisations

Documentation

  • [DOC] Added Missing Docstring for Plot Pairwise Distance Matrix ({pr}2609) {user}kavya-r30

Enhancements

  • [ENH] Test Coverage for Pairwise Distance ({pr}2590) {user}kavya-r30
  • [ENH] best_on_top addition in plot_pairwise_scatter ({pr}2655) {user}aryanpola

Other

Documentation

  • [DOC] Contributing guide and template changes ({pr}2423) {user}MatthewMiddlehurst
  • [DOC] Created a adding_typehints.md in developers_guide that Fixes issue #1857 ({pr}2424) {user}vedpawar2254
  • [DOC] Add comment to readme.md ({pr}2450) {user}TonyBagnall
  • [DOC] Contributing readme and other contributing updates ({pr}2445) {user}MatthewMiddlehurst
  • [DOC] add note to install pandoc ({pr}2489) {user}inclinedadarsh
  • [DOC] Added search functionality for estimator overview table ({pr}2496) {user}kavya-r30
  • [DOC] Fixed
    • tags appearance on the end on list in partition clustering notebook ({pr}2504) {user}kavya-r30
  • [DOC] Update custom CSS for dataframe styling in documentation ({pr}2508) {user}inclinedadarsh
  • [DOC] Improve type hint guide and add link to the page. ({pr}2532) {user}MatthewMiddlehurst
  • [DOC] Fixed Output Error in Interval Based Notebook ({pr}2620) {user}kavya-r30
  • [DOC] Add GSoC announcement to web page ({pr}2629) {user}MatthewMiddlehurst
  • [DOC] Update dependencies.md ({pr}2717) {user}TinaJin0228
  • [DOC] re-running notebook for fixing error in cell output ({pr}2597) {user}Kaustbh
  • [DOC] Add 'Raises' section to docstring #1766 ({pr}2617) {user}ayushsingh9720
  • [DOC] Contributor docs update ({pr}2554) {user}MatthewMiddlehurst
  • [DOC] Add link to about us page and fix badge link in README ({pr}2556) {user}MatthewMiddlehurst
  • [DOC] Fixed a few spelling/grammar mistakes on TSC docs examples ({pr}2738) {user}HaroonAzamFiza

Enhancements

  • [ENH] Add sphinx event to add capability table to estimators' docs individually ({pr}2468) {user}inclinedadarsh
  • [DOC] Added search functionality for estimator overview table ({pr}2496) {user}kavya-r30
  • [ENH,MNT] Assign Bot (assigned issues>2) ({pr}2702) {user}aryanpola
  • [MNT,ENH] Assign-bot (Allow users to type alternative phrases for assignment) ({pr}2704) {user}Ramana-Raja

Maintenance

  • [MNT] Trying to diagnose ubuntu workflow failures ({pr}2413) {user}MatthewMiddlehurst
  • [MNT] Set upper bound on esig version ({pr}2463) {user}chrisholder
  • [MNT] Swapped tensorflow and pytorch to install only CPU version ({pr}2416) {user}chrisholder
  • [MNT] Temporary exclusion of REDCOMETS from CI ({pr}2522) {user}MatthewMiddlehurst
  • [MNT] Use MacOS for examples/ workflow ({pr}2668) {user}shinymack
  • [MNT] issue-assign-bot (prevent assignment on PRs) ({pr}2703) {user}shinymack
  • [MNT] Fix run_examples.sh exclusion ({pr}2701) {user}MatthewMiddlehurst
  • [MNT] Updated the release workflows ({pr}2638) {user}MatthewMiddlehurst
  • [ENH,MNT] Assign Bot (assigned issues>2) ({pr}2702) {user}aryanpola
  • [MNT,ENH] Assign-bot (Allow users to type alternative phrases for assignment) ({pr}2704) {user}Ramana-Raja

Other

  • [GOV] Infrastructure workgroup lead and voting ambiguity fix ({pr}2426) {user}MatthewMiddlehurst

Contributors

The following have contributed to this release through a collective 90 GitHub Pull Requests:

{user}aadya940, {user}adilsonmedronha, {user}adityagh006, {user}Akhil-Jasson, {user}aryanpola, {user}ayushsingh9720, {user}chrisholder, {user}Cyril-Meyer, {user}dschrempf, {user}hadifawaz1999, {user}HaroonAzamFiza, {user}inclinedadarsh, {user}itsdivya1309, {user}Kaustbh, {user}kavya-r30, {user}kevinzb56, {user}lucifer4073, {user}MatthewMiddlehurst, {user}Nikitas100, {user}notaryanramani, {user}patrickzib, {user}pattplatt, {user}Ramana-Raja, {user}shinymack, {user}sumana-2705, {user}tanishy7777, {user}TinaJin0228, {user}TonyBagnall, {user}Val-2608, {user}vedpawar2254, {user}YashviMehta03