warp10-ext-matrixprofile

The matrix profile is an operation on a time series that consists in comparing subsequences between them to discover patterns.

We made a tutorial to present this extension on our blog: https://blog.senx.io/matrix-profile-of-a-time-series-to-discover-patterns

Functions

https://warpfleet.senx.io/browse/io.warp10/warp10-ext-matrixprofile#functions-tab

To produce the matrix profile of a GTS, use MP.PROFILE

To produce the AB join profile of two GTS, use MP.ABPROFILE

To produce the profile of a subsequence, use MP.RPROFILE

Configuration parameters

https://github.com/senx/warp10-ext-matrixprofile/blob/master/io.warp10-warp10-ext-matrixprofile.conf

References

https://www.cs.ucr.edu/~eamonn/MatrixProfile.html