Examples#

Forecasting#

Forecasting with aeon

Forecasting with aeon - appendix: forecasting, supervised regression, and pitfalls in confusing the two

Probabilistic Forecasting with aeon

Hierarchical, Global, and Panel Forecasting with aeon

Window Splitters in aeon

Classification#

Time Series Classification with aeon

Convolution based time series classification in aeon

Deep learning based time series classification in aeon

Dictionary based time series classification in aeon

Distance based time series classification in aeon

Feature based time series classification in aeon

Hybrid time series classification in aeon

Interval based time series classification in aeon

Shapelet based time series classification in aeon

Early time series classification with aeon

Channel Selection in Multivariate Time Series Classification

Regression#

To come!

Clustering#

Partition based time series clustering in aeon

Annotation#

Time Series Segmentation with aeon and ClaSP

Transformation#

The Canonical Time-series Characteristics (catch22) transform

Feature extraction with tsfresh transformer

Hidalgo segmentation

Time series interpolating with aeon

MiniRocket

Demo of the PlateauFinder transformer

Demo of ROCKET transform

The Signature Method with aeon

Theta Lines transformer

Data#

In-memory data representations and data loading

Loading data into aeon

Other#

Benchmarking with aeon

Distances

MLflow