Issues

• [ENH] Implement 4Theta forecaster

  enhancementforecasting
  aeon-toolkit/aeon#3982 · Filter by author TonyBagnall opened on Nov 1, 2026
  

• [BUG] STLSeriesTransformer ignores low-pass settings, leaves unset values with jump >= 3 and returns NaN with robust=True

  bugforecastingtransformations
  aeon-toolkit/aeon#3980 · Filter by author TonyBagnall opened on Oct 31, 2026
  2

• [BUG] Results loader tests fail with pandas 3.1.0: exact float equality on an averaged value

  bug
  aeon-toolkit/aeon#3978 · Filter by author JayeshSuryavanshi opened on Oct 30, 2026

• [ENH] Add Autoformer forecasting model

  enhancement
  aeon-toolkit/aeon#3976 · Filter by author melpiro opened on Oct 30, 2026

• [ENH] Add Transformer forecasting model

  enhancement
  aeon-toolkit/aeon#3975 · Filter by author melpiro opened on Oct 30, 2026

• [ENH] Improve tag lookup times

  enhancement
  aeon-toolkit/aeon#3970 · Filter by author TonyBagnall opened on Oct 27, 2026
  

• [ENH] Improve documentation build and link validation

  documentationenhancement
  aeon-toolkit/aeon#3959 · Filter by author TonyBagnall opened on Oct 25, 2026

• [ENH] Add a writer for estimator results in aeon's own file format

  benchmarkingenhancement
  aeon-toolkit/aeon#3955 · Filter by author SahilKumar75 opened on Oct 24, 2026

• [ENH] Implement native PELT (Pruned Exact Linear Time) segmentation estimator

  enhancementimplementing algorithmssegmentation
  aeon-toolkit/aeon#3948 · Filter by author shivamkumxr opened on Oct 23, 2026
  1

  

• [MNT] test_warping.py parametrises over the BA distance list instead of the alignment-path distances

  distancesmaintenancetestingtransformations
  aeon-toolkit/aeon#3923 · Filter by author MatthewMiddlehurst opened on Oct 19, 2026
  2

  

• [DOC] Barycentre averaging docs still describe distance support from before 1.3.0

  clusteringdistancesdocumentation
  aeon-toolkit/aeon#3921 · Filter by author MatthewMiddlehurst opened on Oct 19, 2026
  3

  

• [BUG] Petitjean barycentre averaging with "ddtw"/"wddtw" returns NaN in the last two time points

  bugclusteringdistances
  aeon-toolkit/aeon#3920 · Filter by author MatthewMiddlehurst opened on Oct 19, 2026

• [ENH] Clusterer tol defaults differ: TimeSeriesKernelKMeans uses 1e-4, other aeon clusterers 1e-6

  clusteringenhancement
  aeon-toolkit/aeon#3919 · Filter by author MatthewMiddlehurst opened on Oct 19, 2026

• [BUG] GreedyGaussianSegmenter._fit is never called

  bugsegmentation
  aeon-toolkit/aeon#3911 · Filter by author TonyBagnall opened on Oct 15, 2026

• [BUG] check_segmenter_base_functionality fit_is_empty assertion always passes

  bugsegmentation
  aeon-toolkit/aeon#3910 · Filter by author TonyBagnall opened on Oct 15, 2026
  1

  

• [ENH] Segementers changing state in predict

  enhancementsegmentation
  aeon-toolkit/aeon#3909 · Filter by author TonyBagnall opened on Oct 15, 2026

• [ENH] Add configurable scaling parameters and axis selection to collection rescalers

  enhancementtransformations
  aeon-toolkit/aeon#3907 · Filter by author melpiro opened on Oct 13, 2026
  

• [ENH] Potentially porting stuff from pyts

  enhancement
  aeon-toolkit/aeon#3903 · Filter by author johannfaouzi opened on Oct 12, 2026
  1

• [BUG] use_bias parameter in ResNet network is not used

  bugnetworks
  aeon-toolkit/aeon#3901 · Filter by author melpiro opened on Oct 12, 2026
  

• [BUG] DownsampleTransformer truncates non-integer ratios, giving the wrong sampling frequency

  bugtransformations
  aeon-toolkit/aeon#3898 · Filter by author Future6524 opened on Oct 10, 2026
  3

• [ENH] Refactor deep learning autoencoders clusterer

  clusteringdeep learningenhancement
  aeon-toolkit/aeon#3897 · Filter by author melpiro opened on Oct 9, 2026
  

• [BUG] dtw_pairwise_distance returns zero matrix rather than raising

  bugdistances
  aeon-toolkit/aeon#3896 · Filter by author TonyBagnall opened on Oct 9, 2026
  2

• [ENH] Refactor auto-encoder networks to reuse base encoder architectures

  deep learningenhancementnetworks
  aeon-toolkit/aeon#3891 · Filter by author melpiro opened on Oct 6, 2026
  

• [ENH] Add Shapeleter transform + classifier

  classificationenhancementimplementing algorithmstransformations
  aeon-toolkit/aeon#3888 · Filter by author baraline opened on Oct 4, 2026
  1

  

• [ted-distance] is STALE

  stale branch 🗑️
  aeon-toolkit/aeon#3886 · Filter by author aeon-actions-bot opened on Oct 1, 2026
  1