dissimilarities

An R Package for Creating, Manipulating, and Subsetting "dist" Objects

https://github.com/edelweiss611428/dissimilarities

Science Score: 26.0%

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Keywords

cluster-analysis distance-matrix
Last synced: 5 months ago · JSON representation

Repository

An R Package for Creating, Manipulating, and Subsetting "dist" Objects

Basic Info
Statistics
  • Stars: 2
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 2
Topics
cluster-analysis distance-matrix
Created 10 months ago · Last pushed 7 months ago
Metadata Files
Readme License

README.md

Welcome to dissimilarities

R-CMD-check Maintenance dissimilarities status badge CRAN Version CRAN Downloadscodecov

Description

The package provides efficient and user-friendly functions for creating, manipulating, and subsetting "dist" objects, which are commonly used in clustering applications in R.

The current version includes the following features:

  • Dist2Mat: Converting a "dist" object to a numeric matrix.
  • subDist2Dist: Subsetting a "dist" object to a "dist" object.
  • subDist2Mat: Subsetting a "dist" object to a numeric "matrix".
  • subCols: Subsetting a "dist" object to a numeric "matrix" based on some column (equivalently, row) indices.
  • fastDist: Computing a "dist" object given a numeric matrix.
  • fastDistAB: Computing a numeric "matrix" storing pairwise distances between rows in two matrices.
  • get2dFrom1d: Computing 2D-indexing given 1D-indexing (as used in R's "dist" objects).
  • get1dFrom2d: Computing 1D-indexing given 2D-indexing (a row-column pair).
  • expandDist: Expanding a "dist" object given new data.

Feature(s) under development:

  • Providing additional distance functions in fastDist and fastDistAB. The current version only supports popular metrics, namely "euclidean", "manhattan", "minkowski", "maximum", "canberra", and "cosine".

### Installation

To download the newest version of the package, use the following R code:

r library(devtools) install_github("edelweiss611428/dissimilarities")

Owner

  • Login: edelweiss611428
  • Kind: user

GitHub Events

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Last Year
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  • Push event: 75

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Last synced: 6 months ago

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  • Average time to close issues: 11 days
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  • Total issue authors: 1
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  • Average comments per issue: 1.0
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Past Year
  • Issues: 1
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  • Average time to close issues: 11 days
  • Average time to close pull requests: N/A
  • Issue authors: 1
  • Pull request authors: 0
  • Average comments per issue: 1.0
  • Average comments per pull request: 0
  • Merged pull requests: 0
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Top Authors
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  • Rapo4 (1)
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Packages

  • Total packages: 1
  • Total downloads:
    • cran 175 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 4
  • Total maintainers: 1
cran.r-project.org: dissimilarities

Creating, Manipulating, and Subsetting "dist" Objects

  • Versions: 4
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 175 Last month
Rankings
Dependent packages count: 26.6%
Dependent repos count: 32.8%
Average: 48.7%
Downloads: 86.7%
Maintainers (1)
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • Rcpp * imports
  • microbenchmark * imports
  • proxy * imports
  • stats * imports