Matrix Profile Foundation

All

15 repositories

matrixprofile
Public
A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.
python data-science data-mining time-series algorithms clustering python3 segmentation python2 hacktoberfest
Python
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Apache License 2.0
•62•362•24•7•Updated Nov 29, 2023Nov 29, 2023
matrixprofile-web
Public
simple web interface to explore matrix profiles
Vue
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MIT License
•3•10•48•24•Updated Jan 4, 2023Jan 4, 2023
mass-ts
Public
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.
data-mining time-series algorithms datascience time-series-analysis similarity-search euclidean-distances distance-matrix time-series-data-mining
Python
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Apache License 2.0
•20•101•8•2•Updated Dec 26, 2022Dec 26, 2022
tsmp
Public
R Functions implementing UCR Matrix Profile Algorithm
r time-series r-package matrix-profile algorithm motif-search
R
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Other
•18•70•17•1•Updated Aug 24, 2022Aug 24, 2022
matrixprofiler
Public
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>.
cran r rcpp time-series algorithm matrix-profile
C++
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GNU General Public License v3.0
•3•9•4•0•Updated Aug 5, 2022Aug 5, 2022
staged-recipes
Public
A place to submit conda recipes before they become fully fledged conda-forge feedstocks
Python
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BSD 3-Clause "New" or "Revised" License
•5k•0•0•0•Updated Jan 18, 2021Jan 18, 2021
matrixprofile-docs-website
Public
matrixprofile docs https://matrixprofile.docs.matrixprofile.org
Jupyter Notebook
•0•0•0•0•Updated Jan 12, 2021Jan 12, 2021
matrix-profile-foundation.github.io
Public
Organization website
Jupyter Notebook
•4•2•0•0•Updated Nov 22, 2020Nov 22, 2020
.github
Public
Organization wide workflow templates
0•0•0•0•Updated Nov 17, 2020Nov 17, 2020
pydata2020
Public
Presentation materials for PyData 2020: Matrix Profile API: A novel cross-language API for time series analysis
Jupyter Notebook
•1•0•0•0•Updated Oct 9, 2020Oct 9, 2020
mpf-datasets
Public
Data sets used to test against all implementations of the Matrix Profile from MPF.
datasets mpf
Python
•2•6•0•0•Updated Sep 30, 2020Sep 30, 2020
go-matrixprofile
Public
golang library for computing matrix profiles along with other time series analysis features
golang motif-discovery anomaly-detection timeseries-analysis matrix-profile timeseries-segmentation
Go
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Apache License 2.0
•9•84•7•0•Updated May 24, 2020May 24, 2020
joss_paper
Public
Content for JOSS submission
TeX
•0•0•0•0•Updated May 5, 2020May 5, 2020
article-matrix-profile-intro
Public
This is a supporting repository for the journal article https://towardsdatascience.com/introduction-to-matrix-profiles-5568f3375d90.
notebooks
Jupyter Notebook
•8•26•0•0•Updated Apr 30, 2020Apr 30, 2020
mass-ts-examples
Public
Supporting repository composed of examples using the mass-ts library. MASS (Mueen's Algorithm for Similarity Search)
Jupyter Notebook
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Apache License 2.0
•6•15•22•1•Updated Aug 20, 2019Aug 20, 2019