Package: matrixprofiler 0.1.7.9000

Francisco Bischoff

matrixprofiler: Matrix Profile for R

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>.

Authors:Francisco Bischoff [aut, cre], Michael Yeh [res, ccp, ctb], Diego Silva [res, ccp, ctb], Yan Zhu [res, ccp, ctb], Hoang Dau [res, ccp, ctb], Michele Linardi [res, ccp, ctb]

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matrixprofiler.pdf |matrixprofiler.html✨
matrixprofiler/json (API)
NEWS

# Install 'matrixprofiler' in R:
install.packages('matrixprofiler', repos = c('https://matrix-profile-foundation.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/matrix-profile-foundation/matrixprofiler/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:

On CRAN:

algorithmmatrix-profilercpptime-series

3.65 score 9 stars 2 scripts 234 downloads 23 exports 6 dependencies

Last updated 3 years agofrom:4d9d2c7bd4. Checks:OK: 1 NOTE: 1 WARNING: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 13 2024
R-4.5-win-x86_64WARNINGOct 13 2024
R-4.5-linux-x86_64NOTEOct 13 2024
R-4.4-win-x86_64WARNINGOct 13 2024
R-4.4-mac-x86_64WARNINGOct 13 2024
R-4.4-mac-aarch64WARNINGOct 13 2024
R-4.3-win-x86_64WARNINGOct 13 2024
R-4.3-mac-x86_64WARNINGOct 13 2024
R-4.3-mac-aarch64WARNINGOct 13 2024

Exports:binary_splitcomplexitycorr_eded_corrmassmass_premodemov_maxmov_meanmov_minmov_stdmov_summov_varmovmean_stdmpxmuinvnnormalizescrimpstampstdstompzero_crossingznorm

Dependencies:backportscheckmateRcppRcppParallelRcppProgressRcppThread

Readme and manuals

Help Manual

Help pageTopics
Computes the Distance between the 'data' and the 'query'.mass mass_pre
Matrix Profile for Rmatrixprofiler
Just a synthetic dataset for testingmotifs_discords_small
Several moving window functionsmovmean_std mov_max mov_mean mov_min mov_std mov_sum mov_var muinvn zero_crossing
Matrix Profile Computationmpx scrimp stamp stomp
Math Functionsbinary_split complexity corr_ed ed_corr mode normalize std znorm