Aeon Toolkit (aeon) (@aeon_toolkit) profile picture

Aeon Toolkit (aeon)

@aeon_toolkit

#sklearn compatible python toolkit for #TimeSeries #MachineLearning #TSML

aeon-toolkit.org
Joined April 2023
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Aeon Toolkit (aeon) retweeted
Tony Bagnall (@tony_bagnall) profile picture
Tony Bagnall@tony_bagnall4 Aug 2025
My first medium post for aeon. Its about our new bespoke implementation of ARIMA that uses a numba version of Nelder-Mead to fit. Its 10x faster than the best alternative medium.com/@aeon.toolkit/bla…

Blazingly fast ARIMA with aeon

tl:dr; we compare the new aeonforecaster with the python implementations in statsmodelsand statsforecast, and show that it is two orders…

medium.com
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Aeon Toolkit (aeon) retweeted
Tony Bagnall (@tony_bagnall) profile picture
Tony Bagnall@tony_bagnall3 Jun 2025
the deadline for AALTD 2025 is approaching, and if you are thinking of submitting please submit an abstract by 7th June. You can change it after, or not actually submit, it just helps us assign reviewers ecml-aaltd.github.io/aaltd20…

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AALTD is an ECML / PKDD 2025 workshop

ecml-aaltd.github.io
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Aeon Toolkit (aeon) retweeted
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Tony Bagnall@tony_bagnall28 Nov 2024
New Paper: "Rock the KASBA: Blazingly Fast and Accurate Time Series Clustering". arxiv.org/abs/2411.17838 State of the art clustering of all UCR datasets with KESBA in under two hours on a laptop. Soon to be in @aeon_toolkit
Image from Tony Bagnall (@tony_bagnall)
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The Turing welcomes 50+ Turing Fellows to tackle societal challenges. The Fellows' interests span evolution, genetics, energy justice & biodiversity. 💬"I’m delighted to welcome...the next generation of world leading researchers" - @TuringChiefSci 📰bit.ly/4bU5Qw7
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Aeon Toolkit (aeon) retweeted
Tony Bagnall (@tony_bagnall) profile picture
Tony Bagnall@tony_bagnall20 Oct 2023
great to talk time series machine learning and @aeon_toolkit at the @HuaweiFr workshop in Paris gtsbrain-paris.github.io/eve…. Caught up with two @aeon_toolkit core devs, @AHIsmailFawaz and antoine as well as lots of other great people, thanks @rtavenar
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Aeon Toolkit (aeon) retweeted
Tony Bagnall (@tony_bagnall) profile picture
Tony Bagnall@tony_bagnall18 Sep 2023
Replying to @aeon_toolkit
@aeon_toolkit core devs @ECMLPKDD at the aaltd workshop en mass @AHIsmailFawaz – at Turin, Piedmont
Image from Tony Bagnall (@tony_bagnall)
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I am glad to share that my paper titled "LITE: Light Inception with boosTing tEchniques for Time Series Classification" is accepted at the 2023 International Conference on Data Science and Advanced Analytics @IEEEDSAA 's special session on Learning from Temporal Data. – at Lebanon
Image from Ali El Hadi ISMAIL FAWAZ (@AHIsmailFawaz)
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Aeon Toolkit (aeon) retweeted
Romain Tavenard (@rtavenar) profile picture
Romain Tavenard@rtavenar6 Jun 2023
Replying to @ECMLPKDD
@ECMLPKDD reviews are out! Not successful this time but still want to have a chance to present your time series paper in Torino next September? Submit your work to AALTD. 📅 Abstract deadline: June 12th 🔗 ecml-aaltd.github.io/aaltd20… @heerme @tony_bagnall

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AALTD is an ECML / PKDD 2023 workshop

ecml-aaltd.github.io
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Aeon Toolkit (aeon) retweeted
Matthew Middlehurst (@M_Middlehurst) profile picture
Matthew Middlehurst@M_Middlehurst14 Apr 2023
Version 0.1.0 of the aeon toolkit is out! This is only the start though, more improvements and time series algorithms to come! Follow @aeon_toolkit for more updates.
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You can now use aeon-toolkit to use Deep Learning Models for Time Series Classification including InceptionTime, CNN etc. with our hand-crafted filters ! github.com/aeon-toolkit/aeon… aeon-toolkit : aeon-toolkit.org custom filters : maxime-devanne.com/pages/HCC…
[ENH] For classification: Adding InceptionTime, CNN and ResNet along with other classifiers and...

[ENH] For classification: Adding InceptionTime, CNN and ResNet along with other classifiers and...

Reference Issues/PRs Added InceptionTime for classification as mentioned in #106 with the option to use custom filters. Fixes #106 What does this implement/fix? Explain your changes. I made the mo...

github.com
Ali El Hadi ISMAIL FAWAZ (@AHIsmailFawaz) profile pictureAli El Hadi ISMAIL FAWAZ@AHIsmailFawaz25 Oct 2022
I would like to share that my paper on "Deep Learning For Time Series Classification Using New Hand-Crafted Convolution Filters" was accepted at the 2022 IEEE International Conference on Big Data done with @MaximeDevanne, @jjmweber and @gforestier. #IEEEBigData2022
Image from Ali El Hadi ISMAIL FAWAZ (@AHIsmailFawaz)
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