Package: nmslibR 1.0.7
Lampros Mouselimis
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:
nmslibR_1.0.7.tar.gz
nmslibR_1.0.7.tar.gz(r-4.5-noble)nmslibR_1.0.7.tar.gz(r-4.4-noble)
nmslibR_1.0.7.tgz(r-4.4-emscripten)nmslibR_1.0.7.tgz(r-4.3-emscripten)
nmslibR.pdf |nmslibR.html✨
nmslibR/json (API)
NEWS
| # Install 'nmslibR' in R: |
| install.packages('nmslibR', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mlampros/nmslibr/issues
Last updated 2 years agofrom:ebdc792b04. Checks:OK: 2. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 23 2024 |
| R-4.5-linux-x86_64 | OK | Oct 23 2024 |
Exports:KernelKnn_nmslibKernelKnnCV_nmslibmat_2scipy_sparseNMSlibTO_scipy_sparse
Dependencies:cliglueherejsonliteKernelKnnlatticelifecycleMatrixpngR6rappdirsRcppRcppArmadilloRcppTOMLreticulaterlangrprojrootwithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Approximate Kernel k nearest neighbors using the nmslib library | KernelKnn_nmslib |
| Approximate Kernel k nearest neighbors (cross-validated) using the nmslib library | KernelKnnCV_nmslib |
| conversion of an R matrix to a scipy sparse matrix | mat_2scipy_sparse |
| Non metric space library | NMSlib |
| conversion of an R sparse matrix to a scipy sparse matrix | TO_scipy_sparse |
