Package: matrixprofiler 0.1.10

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]

matrixprofiler_0.1.10.tar.gz
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manual.pdf |manual.html✨
card.svg |card.png
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'))

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

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

On CRAN:

Conda:

algorithmmatrix-profilercpptime-seriescpp

4.08 score 12 stars 2 scripts 182 downloads 24 exports 6 dependencies

Last updated from:7df4823446. Checks:12 OK, 1 FAIL. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK171
linux-devel-x86_64OK142
source / vignettesOK205
linux-release-arm64OK158
linux-release-x86_64OK164
macos-release-arm64OK131
macos-release-x86_64OK251
macos-oldrel-arm64OK128
macos-oldrel-x86_64OK266
windows-develOK158
windows-releaseOK170
windows-oldrelOK189
wasm-releaseFAIL113

Exports:binary_splitcomplexitycontrastcorr_eded_corrmassmass_premodemov_maxmov_meanmov_minmov_stdmov_summov_varmovmean_stdmpxmuinvnnormalizescrimpstampstdstompzero_crossingznorm

Dependencies:backportscheckmateRcppRcppParallelRcppProgressRcppThread

Readme and manuals

Help Manual

Help pageTopics
Contrast Profile Computationcontrast
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