The nmslibR package | class | functions | Sparse matrices as input | The NMSlib R6-class | KernelKnn using the nmslibR package
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:
nmslibR_1.0.7.tar.gz
nmslibR_1.0.7.zip(r-4.7)nmslibR_1.0.7.zip(r-4.6)nmslibR_1.0.7.zip(r-4.5)
nmslibR_1.0.7.tgz(r-4.6-x86_64)nmslibR_1.0.7.tgz(r-4.6-arm64)nmslibR_1.0.7.tgz(r-4.5-x86_64)nmslibR_1.0.7.tgz(r-4.5-arm64)
nmslibR_1.0.7.tar.gz(r-4.7-arm64)nmslibR_1.0.7.tar.gz(r-4.7-x86_64)nmslibR_1.0.7.tar.gz(r-4.6-arm64)nmslibR_1.0.7.tar.gz(r-4.6-x86_64)
nmslibR_1.0.7.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
nmslibR/json (API)
| # Install 'nmslibR' in R: |
| install.packages('nmslibR', repos = c('https://mlampros.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mlampros/nmslibr/issues
approximate-nearest-neighbor-searchnmslibnon-metricpythonreticulatecppopenmp
Last updated from:6250dad4cd. Checks:13 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 157 | ||
| linux-devel-x86_64 | OK | 154 | ||
| source / vignettes | OK | 196 | ||
| linux-release-arm64 | OK | 165 | ||
| linux-release-x86_64 | OK | 174 | ||
| macos-release-arm64 | OK | 115 | ||
| macos-release-x86_64 | OK | 206 | ||
| macos-oldrel-arm64 | OK | 151 | ||
| macos-oldrel-x86_64 | OK | 170 | ||
| windows-devel | OK | 131 | ||
| windows-release | OK | 142 | ||
| windows-oldrel | OK | 132 | ||
| wasm-release | OK | 138 |
Exports:KernelKnn_nmslibKernelKnnCV_nmslibmat_2scipy_sparseNMSlibTO_scipy_sparse
Dependencies:cliherejsonliteKernelKnnlatticelifecycleMatrixpngR6rappdirsRcppRcppArmadilloRcppTOMLreticulaterlangrprojrootwithr
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 |
