Package: AurieLSHGaussian 0.2.0

AurieLSHGaussian: Creates a Neighbourhood Using Locality Sensitive Hashing for Gaussian Projections

Uses locality sensitive hashing and creates a neighbourhood graph for a data set and calculates the adjusted rank index value for the same. It uses Gaussian random planes to decide the nature of a given point. Datar, Mayur, Nicole Immorlica, Piotr Indyk, and Vahab S. Mirrokni(2004) <doi:10.1145/997817.997857>.

Authors:Aritra Banerjee

AurieLSHGaussian_0.2.0.tar.gz
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AurieLSHGaussian_0.2.0.tgz(r-4.5-any)AurieLSHGaussian_0.2.0.tgz(r-4.4-any)AurieLSHGaussian_0.2.0.tgz(r-4.3-any)
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AurieLSHGaussian_0.2.0.tgz(r-4.4-emscripten)AurieLSHGaussian_0.2.0.tgz(r-4.3-emscripten)
AurieLSHGaussian.pdf |AurieLSHGaussian.html✨
AurieLSHGaussian/json (API)

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

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 1 stars 1 scripts 495 downloads 1 exports 23 dependencies

Last updated 8 years agofrom:9357635678. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKApr 01 2025
R-4.5-winOKApr 01 2025
R-4.5-macOKApr 01 2025
R-4.5-linuxOKApr 01 2025
R-4.4-winOKApr 01 2025
R-4.4-macOKApr 01 2025
R-4.4-linuxOKApr 01 2025
R-4.3-winOKApr 01 2025
R-4.3-macOKApr 01 2025

Exports:LSH_Gaussian

Dependencies:classclicpp11flexclustglueigraphlatticelifecyclelsamagrittrMASSMatrixmodeltoolspkgconfigplyrRcppreshape2rlangSnowballCstringdiststringistringrvctrs