Package: N2R 1.0.3

Evan Biederstedt

N2R: Fast and Scalable Approximate k-Nearest Neighbor Search Methods using 'N2' Library

Implements methods to perform fast approximate K-nearest neighbor search on input matrix. Algorithm based on the 'N2' implementation of an approximate nearest neighbor search using hierarchical Navigable Small World (NSW) graphs. The original algorithm is described in "Efficient and Robust Approximate Nearest Neighbor Search Using Hierarchical Navigable Small World Graphs", Y. Malkov and D. Yashunin, <doi:10.1109/TPAMI.2018.2889473>, <arxiv:1603.09320>.

Authors:Peter Kharchenko [aut], Viktor Petukhov [aut], Dirk Eddelbuettel [ctb], Evan Biederstedt [cre, aut]

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N2R/json (API)

Peer review:

Bug tracker:https://github.com/kharchenkolab/n2r/issues

On CRAN:

2 exports 10 stars 2.04 score 5 dependencies 2 dependents 3 scripts 744 downloads

Last updated 7 months agofrom:aaf8ac4ee7. Checks:OK: 9. Indexed: yes.

Exports:crossKnnKnn

Dependencies:latticeMatrixRcppRcppEigenRcppSpdlog