Time series Similarity Search

The aeon.similarity_search module contains algorithms and tools for similarity search tasks.

Similarity search with a known query

TopKSimilaritySearch([k, distance, ...])

Top-K similarity search method.

Distance profile functions

naive_euclidean_profile(X, q, mask)	Compute a euclidean distance profile in a brute force way.
normalized_naive_euclidean_profile(X, q, ...)	Compute a euclidean distance profile in a brute force way.

Base

BaseSimiliaritySearch([distance, normalize, ...])

BaseSimilaritySearch.