Examples# Forecasting# Overview of forecasting Probabilistic forecasting Hierarchical, global, and panel forecasting Forecasting with aeon and scikit-learn Window splitters for forecasting Classification# Overview of Time Series Classification (TSC) Convolution based TSC Deep learning based TSC Dictionary based TSC Distance based TSC Feature based TSC Hybrid TSC Interval based TSC Shapelet based TSC Early TSC Channel selection in multivariate TSC Regression# Overview of Time Series Regression (TSR) Clustering# Overview of Time Series Clustering (TSCL) Transformation# Overview of Transformation Feature based Convolution based Shapelet based Interpolation Plateau finding Signature method Theta transform Annotation# Intro to annotation ClaSP segmentation Hidalgo segmentation Distances# Distance functions Using aeon distances with scikit-learn Similarity search# Intro to similarity search Deep dive into distance profiles Benchmarking of similarity search speed-ups Data Formatting and Loading# Data in aeon Data structures and containers used in aeon Conversions between data structures How series are stored in file and loaded into memory Example data sets Loading data from the web Benchmarking# Benchmarking algorithms Geting published results
