Package: pdc 1.1.0

pdc: Permutation Distribution Clustering

Permutation Distribution Clustering is a clustering method for time series. Dissimilarity of time series is formalized as the divergence between their permutation distributions. The permutation distribution was proposed as measure of the complexity of a time series.

Authors:Andreas M. Brandmaier [aut, cre]

pdc_1.1.0.tar.gz
pdc_1.1.0.zip(r-4.7)pdc_1.1.0.zip(r-4.6)pdc_1.1.0.zip(r-4.5)
pdc_1.1.0.tgz(r-4.6-x86_64)pdc_1.1.0.tgz(r-4.6-arm64)pdc_1.1.0.tgz(r-4.5-x86_64)pdc_1.1.0.tgz(r-4.5-arm64)
pdc_1.1.0.tar.gz(r-4.7-arm64)pdc_1.1.0.tar.gz(r-4.7-x86_64)pdc_1.1.0.tar.gz(r-4.6-arm64)pdc_1.1.0.tar.gz(r-4.6-x86_64)
pdc_1.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
pdc/json (API)
NEWS

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

Bug tracker:https://github.com/brandmaier/pdc/issues

Pkgdown/docs site:https://brandmaier.github.io

Datasets:

On CRAN:

Conda:

4.32 score 8 stars 26 scripts 482 downloads 1 mentions 20 exports 0 dependencies

Last updated from:9ce69aea5f. Checks:11 WARNING, 1 ERROR, 1 OK. Indexed: yes.

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macos-oldrel-arm64WARNING116
macos-oldrel-x86_64WARNING187
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wasm-releaseOK94

Exports:codebookconvert.imageconvertImageentropy.heuristicentropyHeuristichellinger.distancehellingerDistanceloo1nnmds.plotmdsPlotpdc.distpdcDistpdclustrasterPlotsquared.hellinger.distancesquaredHellingerDistancesymmetric.alpha.divergencesymmetricAlphaDivergencetrace.imagetraceImage

Dependencies:

Readme and manuals

Help Manual

Help pageTopics
Permutation Distribution Clusteringpdc-package pdc
Codebookcodebook
Shape Signatures of Fish, Glasses, and Bottlescomplex.shapes complex.shapes.raw
Codebook Dissimliaritieshellinger.distance hellingerDistance squared.hellinger.distance squaredHellingerDistance symmetric.alpha.divergence symmetricAlphaDivergence
Minimum Entropy Heuristic (MinE)entropy.heuristic entropyHeuristic plot.mine print.mine summary.mine
Leave-one-out One-nearest-neighbor Evaluationloo1nn
Multidimensional Scaling Plotmds.plot mdsPlot
Permutation Distribution Clustering Distance Matrixpdc.dist pdcDist
Permutation Distribution Clusteringpdclust plot.pdclust print.pdclust str.pdclust
Dendrogram Plot with ImagesrasterPlot
Shape Signatures of Starsstar.shapes star.shapes.raw
Shape Tracing of an Imageconvert.image convertImage trace.image traceImage