Release v0.9.0 (#1582)

* Release template

* notes

* Update changelog.md

* Update v0.9.md

README.md

@@ -13,7 +13,7 @@ We strive to provide a broad library of time series algorithms including the
 latest advances, offer efficient implementations using numba, and interfaces with other
 time series packages to provide a single framework for algorithm comparison.
 
-The latest `aeon` release is `v0.8.1`. You can view the full changelog
+The latest `aeon` release is `v0.9.0`. You can view the full changelog
 [here](https://www.aeon-toolkit.org/en/stable/changelog.html).
 
 Our webpage and documentation is available at https://aeon-toolkit.org.

aeon/__init__.py

@@ -1,6 +1,6 @@
 """aeon toolkit."""
 
-__version__ = "0.8.1"
+__version__ = "0.9.0"
 
 __all__ = ["show_versions"]
 

docs/changelog.md

@@ -9,6 +9,7 @@ To stay up-to-date with aeon releases, subscribe to aeon
 [here](https://libraries.io/pypi/aeon) or follow us on
 [Twitter](https://twitter.com/aeon_toolbox).
 
+- [Version 0.9.0](changelogs/v0.9.md)
 - [Version 0.8.0](changelogs/v0.8.md)
 - [Version 0.7.0](changelogs/v0.7.md)
 - [Version 0.6.0](changelogs/v0.6.md)

docs/changelogs/v0.9.md

@@ -0,0 +1,194 @@
+# v0.9.0
+
+May 2024
+
+## Highlights
+
+- New anomaly detection base class and MERLIN anomaly detector
+- Implementation for the RSAST classifier
+- Fixes for pipelines and new clustering and collection transformer pipeline classes
+- Improved model loading ability for deep learning modules
+- Large number of deprecations as we port transformations over to a new interface
+
+## Anomaly Detection
+
+### Enhancements
+
+- [ENH] Anomaly detection base class and MERLIN detector ({pr}`1343`) {user}`MatthewMiddlehurst`
+
+## Benchmarking
+
+### Enhancements
+
+- [ENH] Results lists and loading ({pr}`1549`) {user}`TonyBagnall`
+
+## Classification
+
+### Bug Fixes
+
+- [BUG] Set dynamic tag after `__init__` for classifiers and regressors. ({pr}`1483`) {user}`MatthewMiddlehurst`
+
+### Deprecation
+
+- [DEP] Remove shapeDTW ({pr}`1470`) {user}`TonyBagnall`
+
+### Documentation
+
+- [DOC] Fixing `random_state` in docstrings ({pr}`1417`) {user}`AnonymousCodes911`
+- [DOC] Add reference to paper in FreshPRINCEClassifier ({pr}`1515`) {user}`jasonmokk`
+- [DOC] Update the `ElasticEnsemble` documentation ({pr}`1544`) {user}`itsdivya1309`
+- [DOC] Typos in shapelet notebook ({pr}`1572`) {user}`TonyBagnall`
+
+### Enhancements
+
+- [ENH] Type hints for primitives and string arguments:Part1 ({pr}`1472`) {user}`nileenagp`
+- [ENH] Add control over the score method of classification and regression ({pr}`1443`) {user}`aadya940`
+- [ENH] Type hints for primitives and string arguments:Part2 ({pr}`1487`) {user}`nileenagp`
+- [ENH] Included RSAST as a alternative to SAST (2.0) ({pr}`1383`) {user}`nirojasva`
+- [ENH] Loading ability in deep learning modules for classification/regression/clustering ({pr}`1374`) {user}`hadifawaz1999`
+- [ENH] Type hints for primitives and string arguments:Part3 ({pr}`1525`) {user}`nileenagp`
+
+### Maintenance
+
+- [MNT] Update `ElasticEnsemble` test to work with all distances ({pr}`1532`) {user}`itsdivya1309`
+
+## Clustering
+
+### Bug Fixes
+
+- [ENH,BUG] Fixes for pipeline utilities and additional pipeline classes for collection based estimators ({pr}`1533`) {user}`MatthewMiddlehurst`
+- [ENH,BUG] added weighted elastic barycenter and fix cache issue in subgradient method ({pr}`1563`) {user}`maxwell1503`
+
+### Enhancements
+
+- [ENH,BUG] Fixes for pipeline utilities and additional pipeline classes for collection based estimators ({pr}`1533`) {user}`MatthewMiddlehurst`
+- [ENH,BUG] added weighted elastic barycenter and fix cache issue in subgradient method ({pr}`1563`) {user}`maxwell1503`
+- [ENH] Loading ability in deep learning modules for classification/regression/clustering ({pr}`1374`) {user}`hadifawaz1999`
+
+### Maintenance
+
+- [MNT] Add tests for BA weight parameters ({pr}`1570`) {user}`chrisholder`
+
+## Datasets
+
+### Enhancements
+
+- [ENH] Load tsc problems from zenodo as a back up to tsc.com ({pr}`1531`) {user}`TonyBagnall`
+- [ENH] Results lists and loading ({pr}`1549`) {user}`TonyBagnall`
+
+## Distances
+
+### Bug Fixes
+
+- [BUG] mpdist window length ({pr}`1513`) {user}`TonyBagnall`
+
+### Enhancements
+
+- [ENH] Update MPDist function ({pr}`1415`) {user}`itsdivya1309`
+
+## Regression
+
+### Bug Fixes
+
+- [BUG] Set dynamic tag after `__init__` for classifiers and regressors. ({pr}`1483`) {user}`MatthewMiddlehurst`
+
+### Deprecation
+
+- [DEP] deprecation V9 actions ({pr}`1464`) {user}`TonyBagnall`
+
+### Documentation
+
+- [MNT] Add note in project README ({pr}`1391`) {user}`aadya940`
+
+### Enhancements
+
+- [ENH] Add control over the score method of classification and regression ({pr}`1443`) {user}`aadya940`
+- [ENH] Loading ability in deep learning modules for classification/regression/clustering ({pr}`1374`) {user}`hadifawaz1999`
+
+## Transformations
+
+### Bug Fixes
+
+- [ENH,BUG] Fixes for pipeline utilities and additional pipeline classes for collection based estimators ({pr}`1533`) {user}`MatthewMiddlehurst`
+
+### Deprecation
+
+- [DEP] Move ElbowClass channel selection algorithms ({pr}`1466`) {user}`TonyBagnall`
+- [DEP] Move BoxCox and Log transformer to series transformers ({pr}`1493`) {user}`TonyBagnall`
+- [DEP] Deprecate the ACF and PACF BaseTransformer wrappers ({pr}`1473`) {user}`TonyBagnall`
+- [DEP] Deprecate simple wrapper transformers ({pr}`1494`) {user}`TonyBagnall`
+- [DEP] Deprecate Differencer transformer ({pr}`1535`) {user}`TonyBagnall`
+- [DEP] Convert DOBIN to a BaseSeriesTransformer ({pr}`1539`) {user}`TonyBagnall`
+- [DEP] convert Scaled Logit ({pr}`1552`) {user}`TonyBagnall`
+- [ENH] Convert Theta transform to series transformer ({pr}`1550`) {user}`TonyBagnall`
+- [DEP] Move and deprecate pca ({pr}`1558`) {user}`TonyBagnall`
+- [DEP] Deprecate TimeSince ({pr}`1559`) {user}`TonyBagnall`
+- [DEP] Move and deprecate BKFilter ({pr}`1560`) {user}`TonyBagnall`
+- [DEP] Deprecate kalman filter ({pr}`1561`) {user}`TonyBagnall`
+
+### Enhancements
+
+- [ENH] BaseSeriesEstimator and BaseSeriesTransformer ({pr}`1490`) {user}`TonyBagnall`
+- [ENH] Changes to series base classes from #1490 ({pr}`1506`) {user}`MatthewMiddlehurst`
+- [ENH] Channel selection ({pr}`1486`) {user}`TonyBagnall`
+- [ENH,BUG] Fixes for pipeline utilities and additional pipeline classes for collection based estimators ({pr}`1533`) {user}`MatthewMiddlehurst`
+- [ENH] Included RSAST as a alternative to SAST (2.0) ({pr}`1383`) {user}`nirojasva`
+- [ENH] Convert Theta transform to series transformer ({pr}`1550`) {user}`TonyBagnall`
+
+## Unit Testing
+
+### Maintenance
+
+- [MNT] Changes to no soft dependency tests ({pr}`1476`) {user}`MatthewMiddlehurst`
+
+## Other
+
+### Bug Fixes
+
+- [BUG] Dependencies version checking not handling python release candidate correctly ({pr}`1450`) {user}`baraline`
+
+### Deprecation
+
+- [DEP] Remove annotation module ({pr}`1441`) {user}`TonyBagnall`
+- [DEP] remove deprecation for datatypes adapter functions ({pr}`1489`) {user}`TonyBagnall`
+- [DEP] deprecate SKLearnRegression pipeline ({pr}`1488`) {user}`TonyBagnall`
+- [DEP] Removal of various annotation mentions and functions ({pr}`1505`) {user}`MatthewMiddlehurst`
+- [DEP] Deprecate `exceptions.py` ({pr}`1517`) {user}`MatthewMiddlehurst`
+- [ENH] Remove duplicate check estimator ({pr}`1545`) {user}`TonyBagnall`
+
+### Documentation
+
+- [DOC] Change about text, add a link from docs to repo ({pr}`1485`) {user}`TonyBagnall`
+- [DOC] add distance and channel selection projects ({pr}`1468`) {user}`TonyBagnall`
+- [DOC] Update classification API docs ({pr}`1510`) {user}`itsdivya1309`
+
+### Enhancements
+
+- [ENH] Exclude notebooks from PR testing that load from tsc.com ({pr}`1501`) {user}`TonyBagnall`
+- [ENH] Remove duplicate check estimator ({pr}`1545`) {user}`TonyBagnall`
+- [ENH] Lower bound scipy to 1.9 ({pr}`1546`) {user}`TonyBagnall`
+
+### Maintenance
+
+- [MNT] Adds an Issue/PR Assigning Bot ({pr}`1459`) {user}`AnonymousCodes911`
+- [MNT] Fix issue assign action and general maintenance ({pr}`1509`) {user}`MatthewMiddlehurst`
+- [MNT] Update CODEOWNERS ({pr}`1507`) {user}`MatthewMiddlehurst`
+- [MNT] Fix `BaseSeriesEstimator` test ({pr}`1512`) {user}`MatthewMiddlehurst`
+
+## Contributors
+
+The following have contributed to this release through a collective 55 GitHub Pull Requests:
+
+{user}`aadya940`,
+{user}`AnonymousCodes911`,
+{user}`baraline`,
+{user}`chrisholder`,
+{user}`CodeLionX`,
+{user}`hadifawaz1999`,
+{user}`itsdivya1309`,
+{user}`jasonmokk`,
+{user}`MatthewMiddlehurst`,
+{user}`maxwell1503`,
+{user}`nileenagp`,
+{user}`nirojasva`,
+{user}`TonyBagnall`

pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "aeon"
-version = "0.8.1"
+version = "0.9.0"
 description = "A toolkit for machine learning from time series"
 authors = [
     {name = "aeon developers", email = "contact@aeon-toolkit.org"},