Turing Change Point Benchmark

This is an updated release of the Turing Change Point Benchmark, corresponding to v3 of the arXiv paper: https://arxiv.org/abs/2003.06222. The Turing Change Point Benchmark is a benchmark study of change point detection algorithms using real-world time series.

A high-level overview of the changes is as follows:

• Expanded the grid search for some methods in the Oracle experiment
• Changed from rank plots to critical-difference diagrams
• Added additional analysis of annotator agreement
• Various minor code changes and improvements

Turing Change Point Benchmark

This is an update release of the Turing Change Point Benchmark, corresponding to v2 of the arXiv paper: https://arxiv.org/abs/2003.06222. The Turing Change Point Benchmark is a benchmark study of change point detection algorithms using real-world time series.

This update release makes the following changes:

• Added the "zero" baseline method
• Added a script to compute summary statistics
• Added rank plots for multivariate datasets
• Corrected an error in the computation of the F1 score and updated the results. This correction had no major effect on the conclusions of the paper.

Turing Change Point Benchmark

This is the first official release of the Turing Change Point Benchmark, a benchmark study of change point detection algorithms using real-world time series. For more information, see: https://arxiv.org/abs/2003.06222

This version adds an explicit license file, which was accidentally omitted in v1.0.0.

Turing Change Point Benchmark

This is the first official release of the Turing Change Point Benchmark, a benchmark study of change point detection algorithms using real-world time series. For more information, see: https://arxiv.org/abs/2003.06222