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

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AurieLSHGaussian/json (API)

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1 exports 1 stars 0.09 score 23 dependencies 1 scripts 811 downloads

Last updated 7 years agofrom:9357635678. Checks:OK: 7. Indexed: yes.

Exports:LSH_Gaussian

Dependencies:classclicpp11flexclustglueigraphlatticelifecyclelsamagrittrMASSMatrixmodeltoolspkgconfigplyrRcppreshape2rlangSnowballCstringdiststringistringrvctrs