aeon v0.1.0rc0

This is an early pre-release of aeon.

This is mainly for testing purposes, a full changelog of changes from sktime v0.16.0 will be provided in a later version or the release proper.

To install aeon pre-releases from PyPI, use:

python -m pip install --pre aeon

Auto generated changelog:

What's Changed

🚀 Features

• [ENH] Dictionary Classifiers by @patrickzib in #58
• [ENH] _fit_transform method in BaseTransformer by @MatthewMiddlehurst in #91
• [ENH] Add prefer="threads" to classification Parallel usage by @MatthewMiddlehurst in #93
• [ENH] Speedup EAgglo by factor 5-10x by @patrickzib in #139
• [ENH] Adds WEASEL v2 (with dilation) by @patrickzib in #160

🐛 Bug Fixes

• [BUG] Update check_n_jobs by @MatthewMiddlehurst in #14
• [BUG] Fix Imputer bugs by @aiwalter in #24
• [BUG] Remove ComposableTimeSeriesForestRegressor by @MatthewMiddlehurst in #92
• [BUG] Fix tag in FeatureSelection and added tests by @aiwalter in #13

Other Changes

• Update FUNDING.yml by @MatthewMiddlehurst in #10
• Comment out all GitHub actions workflows. by @MatthewMiddlehurst in #3
• Remove workflow files by @MatthewMiddlehurst in #15
• Delete contrib (and update codeowners) by @TonyBagnall in #12
• [GOV] Revert CoC to remove FK changes by @aiwalter in #17
• [GOV] Removed 7 days discussion period before votings. Removed weekend rule by adding 2 days instead by @aiwalter in #41
• [GOV] CC and CoC term limitation to 2 years by @aiwalter in #22
• [FORK] Update README (IN PROGRESS) by @MatthewMiddlehurst in #43
• [GOV] Updated team page by @aiwalter in #19
• [FORK] Revert #15 "Remove workflow files" (MERGE WHEN REPO PUBLIC) by @MatthewMiddlehurst in #16
• License Update by @MatthewMiddlehurst in #56
• [GOV] Added CoCC members as voted by core developers by @aiwalter in #57
• [MNT] remove shellcheck from pre-commit checks by @lmmentel in #60
• [DOC] Docs disclaimer by @MatthewMiddlehurst in #64
• [MNT] Bump versions of pre-commit checks by @lmmentel in #62
• [GOV] Removed CC Observer role by @aiwalter in #49
• [ENH] kNN Classifier and Regressor reimplementations by @GuiArcencio in #66
• [BUG] Fix documentation build errors by @lmmentel in #73
• [FORK] Update config files by @MatthewMiddlehurst in #48
• [GOV] proposal: CC and CoC should have disjoint membership by @aiwalter in #23
• [MNT] Fix wrong mail by @aiwalter in #83
• [DOC] Classifier docs tidy up by @TonyBagnall in #52
• Update README by @MatthewMiddlehurst in #63
• [ENH] Remove ProximityForest classifier by @TonyBagnall in #86
• [Bug] ClaSP Bugfixes by @patrickzib in #95
• [MNT] convolution_based rename by @MatthewMiddlehurst in #90
• [GOV] Appointment of CC and CoC members by @aiwalter in #20
• [ENH] remove TimeSeriesSVC by @TonyBagnall in #105
• [ENH] Remove the alignment module by @TonyBagnall in #87
• [ENH] Changed grid search parallelization to use backend param from e… by @aiwalter in #82
• [MNT] Remove hcrystalball wrapper by @aiwalter in #115
• Remove duplicate function by @scorcism in #120
• [ENH] Remove fit_predict_proba from Base-Class, Use sklearn cross_val_predict instead by @patrickzib in #117
• [ENH] make single problem loaders for equal length problems return numpy arrays by @TonyBagnall in #109
• [ENH] Remove plotting by @TonyBagnall in #127
• [MNT] removed separate mlflow dependencies and testing by @aiwalter in #81
• [ENH] Early classification updates by @MatthewMiddlehurst in #88
• [DOC] Fix docstring of TabularToSeriesAdaptor by @aiwalter in #131
• [ENH] Refactored PCATransformer by @aiwalter in #26
• [ENH] Classifier tests for capability:contractable and capability:train_estimate tags by @MatthewMiddlehurst in #89
• [FORK] removed discord links by @aiwalter in #137
• [FORK] Changed all Slack links by @aiwalter in #138
• [ENH] Clean up clustering module by @chrisholder in #132
• Remove the DistanceFeatures transformer by @TonyBagnall in #143
• [ENH] [BUG] Improving Runtime of Elastic Ensemble by 20x (by fixing the closure issue) by @patrickzib in #142
• [MNT] Remove Python 3.7 support by @aiwalter in #103
• [ENH] Add tags for estimators using the taxonomy of classification by @TonyBagnall in #129
• [DOC] Rename some occurrences of sktime to aeon by @MatthewMiddlehurst in #161
• [ENH] Refactor ColumnEnsemble to ChannelEnsemble by @TonyBagnall in #162
• [ENH] Switch from pandas iteritems() to items() due to warning by @TonyBagnall in #165
• [ENH] Refactor DummyClassifier and Compose classifiers by @TonyBagnall in #163
• [MNT] Update name to aeon in config files by @MatthewMiddlehurst in #157
• [ENH] Remove old Transformer Minxin Classes by @MatthewMiddlehurst in #169
• [ENH]Update Channel Selection code by @haskarb in #135
• [MNT] Fix random test failure in FeatureSelection by @aiwalter in #180
• [ENH] Removes the dist_kerns module by @TonyBagnall in #179
• [MNT] Pandas 2.0.0 deprecation actions (part 1) by @aiwalter in #153
• [ENH] For classification: Adding InceptionTime, CNN and ResNet along with other classifiers and removing LSTM-FCN by @hadifawaz1999 in #134
• [MNT] Rename package to aeon by @MatthewMiddlehurst in #184
• [ENH] first rework of the classification notebook by @TonyBagnall in #123
• [MNT] Automated refactorings by @lmmentel in #190
• [DOC] Update landing page by @MatthewMiddlehurst in #122
• [ENH] Switch SFA Transformer to use numpy by @TonyBagnall in #196
• [ENH] Shapelet Transform improvements by @TonyBagnall in #185
• [DOC] Add website warning again. by @MatthewMiddlehurst in #205
• [MNT] Fix pytest by setting upper bound on dash by @MatthewMiddlehurst in #206
• Pre-release 0.1.0rc0 by @MatthewMiddlehurst in #207
• [MNT] Pandas 2.0.0 deprecation actions (part 2) by @aiwalter in #189
• [BUG] added missing dl tag to inceptionTime classifier by @hadifawaz1999 in #203
• [ENH] switch paa tests to use numpy by @TonyBagnall in #199

Full Changelog: sktime-v0.16.0...v0.1.0rc0

New Contributors

• @MatthewMiddlehurst made their first contribution in #10
• @aiwalter made their first contribution in #13
• @TonyBagnall made their first contribution in #12
• @patrickzib made their first contribution in #58
• @lmmentel made their first contribution in #60
• @GuiArcencio made their first contribution in #66
• @scorcism made their first contribution in #120
• @chrisholder made their first contribution in #132
• @haskarb made their first contribution in #135
• @hadifawaz1999 made their first contribution in #134