Examples

This webpage contains the notebook examples for the aeon library. The examples are organised into categories based on module and functionality. The examples are designed to provide a comprehensive overview of a module, functionality or a specific algorithm.

Classification

Regression

Overview of Time Series Regression (TSR)

Time Series Regression

Clustering

Overview of Time Series Clustering (TSCL)

Time Series Clustering

Transformation

Overview of Transformations

Transforming time series

Preprocessing time series

Preprocessing time series with aeon

Rocket transform

The ROCKET transform

MiniRocket transform

MiniRocket

SAST transform

Demo of SAST transform

Segmentation

Intro to segmentation

Time Series Segmentation

Hidalgo segmentation

Hidalgo segmentation

Distances

Distance functions

Distance Functions in aeon

Using aeon distances with scikit-learn

Using aeon distances with scikit-learn

Forecasting

Data Formatting and Loading

How series are stored in file and loaded into memory

Loading data into aeon

Example data sets

Provided datasets

Benchmarking

Base

Series base classes

BaseSeriesEstimator

Visualisation

Plotting time series

Plotting Time Series

Plotting results

Results Plotting

Plotting for specific learning tasks

Plotting Time Series