Market regime classification with signatures

Code

• github.com/mcindoe/regimedetection
  OfficialIn paperpytorch★ 39

Abstract

We provide a data-driven algorithm to classify market regimes for time series. We utilise the path signature, encoding time series into easy-to-describe objects, and provide a metric structure which establishes a connection between separation of regimes and clustering of points.

Tasks

Reproductions