Package: nmslibR 1.0.7

nmslibR: Non Metric Space (Approximate) Library

A Non-Metric Space Library ('NMSLIB' <https://github.com/nmslib/nmslib>) wrapper, which according to the authors "is an efficient cross-platform similarity search library and a toolkit for evaluation of similarity search methods. The goal of the 'NMSLIB' <https://github.com/nmslib/nmslib> Library is to create an effective and comprehensive toolkit for searching in generic non-metric spaces. Being comprehensive is important, because no single method is likely to be sufficient in all cases. Also note that exact solutions are hardly efficient in high dimensions and/or non-metric spaces. Hence, the main focus is on approximate methods". The wrapper also includes Approximate Kernel k-Nearest-Neighbor functions based on the 'NMSLIB' <https://github.com/nmslib/nmslib> 'Python' Library.

Authors:Lampros Mouselimis [aut, cre], B. Naidan [cph], L. Boytsov [cph], Yu. Malkov [cph], B. Frederickson [cph], D. Novak [cph]

nmslibR_1.0.7.tar.gz
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nmslibR.pdf |nmslibR.html
nmslibR/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/mlampros/nmslibr/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library

On CRAN:

approximate-nearest-neighbor-searchnmslibnon-metricpythonreticulate

5.06 score 12 stars 19 scripts 247 downloads 5 exports 18 dependencies

Last updated 2 years agofrom:6250dad4cd. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 06 2024
R-4.5-win-x86_64OKNov 06 2024
R-4.5-linux-x86_64OKNov 06 2024
R-4.4-win-x86_64OKNov 06 2024
R-4.4-mac-x86_64OKNov 06 2024
R-4.4-mac-aarch64OKNov 06 2024
R-4.3-win-x86_64OKNov 06 2024
R-4.3-mac-x86_64OKNov 06 2024
R-4.3-mac-aarch64OKNov 06 2024

Exports:KernelKnn_nmslibKernelKnnCV_nmslibmat_2scipy_sparseNMSlibTO_scipy_sparse

Dependencies:cliglueherejsonliteKernelKnnlatticelifecycleMatrixpngR6rappdirsRcppRcppArmadilloRcppTOMLreticulaterlangrprojrootwithr

Non Metric Space ( Approximate ) Library in R

Rendered fromthe_nmslibR_package.Rmdusingknitr::rmarkdownon Nov 06 2024.

Last update: 2020-03-08
Started: 2018-02-27