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Release v0.11.1 (#2034)
* release * Empty commit for CI * Automatic `pre-commit` fixes --------- Co-authored-by: MatthewMiddlehurst <[email protected]> Co-authored-by: aeon-actions-bot[bot] <aeon-actions-bot[bot]@users.noreply.github.com>
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README.md

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latest advances, offer efficient implementations using numba, and interfaces with other
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time series packages to provide a single framework for algorithm comparison.
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The latest `aeon` release is `v0.11.0`. You can view the full changelog
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The latest `aeon` release is `v0.11.1`. You can view the full changelog
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[here](https://www.aeon-toolkit.org/en/stable/changelog.html).
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Our webpage and documentation is available at https://aeon-toolkit.org.

aeon/__init__.py

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"""aeon toolkit."""
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__version__ = "0.11.0"
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__version__ = "0.11.1"
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__all__ = ["show_versions"]
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aeon/similarity_search/base.py

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__maintainer__ = ["baraline"]
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from abc import ABC, abstractmethod
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from typing import Iterable, Optional, final
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from collections.abc import Iterable
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from typing import Optional, final
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import numpy as np
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from numba import get_num_threads, set_num_threads

docs/changelog.md

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[here](https://libraries.io/pypi/aeon) or follow us on
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[Twitter](https://twitter.com/aeon_toolbox).
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- [Version 0.11.1](changelogs/v0.11.md)
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- [Version 0.11.0](changelogs/v0.11.md)
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- [Version 0.10.0](changelogs/v0.10.md)
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- [Version 0.9.0](changelogs/v0.9.md)
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- [Version 0.8.1](changelogs/v0.8.md)
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- [Version 0.8.0](changelogs/v0.8.md)
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- [Version 0.7.1](changelogs/v0.7.md)
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- [Version 0.7.0](changelogs/v0.7.md)
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- [Version 0.6.0](changelogs/v0.6.md)
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- [Version 0.5.0](changelogs/v0.5.md)

docs/changelogs/v0.11.md

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# v0.11.1
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September 2024
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Reminder: This release will be the last 0.X minor release. Other than patches, the next release will be 1.0.0 which contains a large amount of framework changes.
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## Highlights
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- STOMP anomaly detector. ({user}`wenig`)
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- QUANT regressor ({user}`MatthewMiddlehurst`)
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- Series search for similarity search module ({user}`baraline`)
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- Piecewise Linear Approximation (PLA) collection transform ({user}`Moonzyyy`)
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## Anomaly Detection
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### Documentation
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- [ENH] Add performance metrics for anomaly detection (from TimeEval) ({pr}`1938`) {user}`CodeLionX`
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### Enhancements
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- [ENH] Add performance metrics for anomaly detection (from TimeEval) ({pr}`1938`) {user}`CodeLionX`
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- [ENH] Add STOMP anomaly detector. ({pr}`2031`) {user}`wenig`
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## Benchmarking
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### Bug Fixes
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- [BUG] Typo in weasel2 alias ({pr}`2002`) {user}`TonyBagnall`
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## Regression
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### Enhancements
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- [ENH] QUANT regressor ({pr}`1989`) {user}`MatthewMiddlehurst`
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## Similarity Search
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### Enhancements
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- [ENH] Series search for similarity search module ({pr}`2010`) {user}`baraline`
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## Transformations
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### Documentation
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- [DOC] fix BKFilter._transform parameters docs ({pr}`1969`) {user}`Cyril-Meyer`
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### Enhancements
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- [ENH] Piecewise Linear Approximation (PLA) ({pr}`1807`) {user}`Moonzyyy`
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## Visualisations
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### Bug Fixes
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- [BUG] Short term solution for shapelet feature importance ({pr}`2017`) {user}`IRKnyazev`
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### Enhancements
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- [ENH] Adds option to use raw values instead of relative ones ({pr}`1998`) {user}`dguijo`
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## Other
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### Maintenance
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- [MNT] Update `pre-commit` `pyupgrade` config ({pr}`1980`) {user}`MatthewMiddlehurst`
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- [MNT] Remove `keras` bound ({pr}`1816`) {user}`MatthewMiddlehurst`
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## Contributors
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The following have contributed to this release through a collective 11 GitHub Pull Requests:
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{user}`baraline`,
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{user}`CodeLionX`,
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{user}`Cyril-Meyer`,
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{user}`dguijo`,
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{user}`IRKnyazev`,
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{user}`MatthewMiddlehurst`,
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{user}`Moonzyyy`,
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{user}`TonyBagnall`,
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{user}`wenig`
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# v0.11.0
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August 2024

pyproject.toml

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[project]
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name = "aeon"
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version = "0.11.0"
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version = "0.11.1"
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description = "A toolkit for machine learning from time series"
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authors = [
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{name = "aeon developers", email = "[email protected]"},

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