2 code implementations • 20 Jun 2024 • Matthew Middlehurst, Ali Ismail-Fawaz, Antoine Guillaume, Christopher Holder, David Guijo Rubio, Guzal Bulatova, Leonidas Tsaprounis, Lukasz Mentel, Martin Walter, Patrick Schäfer, Anthony Bagnall
aeon is a unified Python 3 library for all machine learning tasks involving time series.
1 code implementation • 28 Sep 2021 • Antoine Guillaume, Christel Vrain, Elloumi Wael
Shapelet-based algorithms are widely used for time series classification because of their ease of interpretation, but they are currently outperformed by recent state-of-the-art approaches.
Ranked #1 on
Time Series Classification
on ArrowHead
no code implementations • 22 Nov 2020 • Antoine Guillaume, Christel Vrain, Elloumi Wael
Predictive maintenance is used in industrial applications to increase machine availability and optimize cost related to unplanned maintenance.