Package: matrixprofiler 0.1.12

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_0.1.12.tar.gz
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matrixprofiler_0.1.12.tgz(r-4.6-x86_64)matrixprofiler_0.1.12.tgz(r-4.6-arm64)matrixprofiler_0.1.12.tgz(r-4.5-x86_64)matrixprofiler_0.1.12.tgz(r-4.5-arm64)
matrixprofiler_0.1.12.tar.gz(r-4.7-arm64)matrixprofiler_0.1.12.tar.gz(r-4.7-x86_64)matrixprofiler_0.1.12.tar.gz(r-4.6-arm64)matrixprofiler_0.1.12.tar.gz(r-4.6-x86_64)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
matrixprofiler/json (API)

# 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

Pkgdown/docs site:https://matrix-profile-foundation.github.io

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

On CRAN:

Conda:

algorithmmatrix-profilercpptime-seriescpp

4.26 score 12 stars 8 scripts 311 downloads 31 exports 4 dependencies

Last updated from:e87e236c4e. Checks:14 OK, 1 FAIL. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK160
linux-devel-x86_64OK196
source / vignettesOK230
linux-release-arm64OK160
linux-release-x86_64OK183
macos-release-arm64OK179
macos-release-x86_64OK485
macos-oldrel-arm64OK181
macos-oldrel-x86_64OK474
windows-devel-arm64OK274
windows-devel-x86_64OK252
windows-release-arm64OK277
windows-release-x86_64OK174
windows-oldrel-x86_64OK185
wasm-releaseFAIL85

Exports:binary_splitcomplexitycontrastcorr_eded_corrhas_cudamassmass_premodemov_maxmov_meanmov_minmov_stdmov_summov_varmovmean_stdmpdistmpxmpx_stream_rightmpx_stream_s_rightmstompmuinvnnormalizerfcprfcp_top_kscrimpstampstdstompzero_crossingznorm

Dependencies:backportscheckmateRcppRcppThread

Readme and manuals

Help Manual

Help pageTopics
Contrast Profile Computationcontrast
Check if package was compiled with CUDA supporthas_cuda
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
MPdist - Distance between Time Series using Matrix Profilempdist
Multivariate STOMP Algorithmmstomp
Relative Frequency Contrast Profilerfcp
Top-K Relative Frequency Contrast Profilerfcp_top_k
Matrix Profile Computationmpx mpx_stream_right mpx_stream_s_right scrimp stamp stomp
Math Functionsbinary_split complexity corr_ed ed_corr mode normalize std znorm