Projects in Awesome Lists by matrix-profile-foundation

https://github.com/matrix-profile-foundation/matrixprofile

A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.

algorithms anomaly-detection clustering data-mining data-science hacktoberfest matrixprofile motif-discovery python python2 python3 segmentation time-series time-series-analysis

Last synced: 16 May 2025

https://github.com/matrix-profile-foundation/mass-ts

MASS (Mueen's Algorithm for Similarity Search) - a python 2 and 3 compatible library used for searching time series sub-sequences under z-normalized Euclidean distance for similarity.

algorithms data-mining datascience distance-matrix euclidean-distances similarity-search time-series time-series-analysis time-series-data-mining

Last synced: 06 May 2025

https://github.com/matrix-profile-foundation/go-matrixprofile

golang library for computing matrix profiles along with other time series analysis features

anomaly-detection golang matrix-profile motif-discovery timeseries-analysis timeseries-segmentation

Last synced: 06 May 2025

https://github.com/matrix-profile-foundation/tsmp

R Functions implementing UCR Matrix Profile Algorithm

algorithm matrix-profile motif-search r r-package time-series

Last synced: 25 Jan 2025

https://github.com/matrix-profile-foundation/article-matrix-profile-intro

This is a supporting repository for the journal article https://towardsdatascience.com/introduction-to-matrix-profiles-5568f3375d90.

notebooks

Last synced: 06 May 2025

https://github.com/matrix-profile-foundation/mass-ts-examples

Supporting repository composed of examples using the mass-ts library. MASS (Mueen's Algorithm for Similarity Search)

Last synced: 06 May 2025

https://github.com/matrix-profile-foundation/matrixprofile-web

simple web interface to explore matrix profiles

Last synced: 22 Feb 2025

https://github.com/matrix-profile-foundation/matrixprofiler

This is the core functions needed by the `tsmp` package. The low level and carefully checked mathematical functions are here. These are implementations of the Matrix Profile concept that was created by CS-UCR <http://www.cs.ucr.edu/~eamonn/MatrixProfile.html>.

algorithm cran matrix-profile r rcpp time-series

Last synced: 06 May 2025

https://github.com/matrix-profile-foundation/mpf-datasets

Data sets used to test against all implementations of the Matrix Profile from MPF.

datasets mpf

Last synced: 06 May 2025

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