N2R

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

CRAN Package

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, doi:10.48550/arXiv.1603.09320.


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Insights

Last 30 days

This package has been downloaded 642 times in the last 30 days. Not bad! The download count is somewhere between 'small-town buzz' and 'moderate academic conference'. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 21 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
27 downloadsMar 4, 2025
26 downloadsMar 5, 2025
19 downloadsMar 6, 2025
12 downloadsMar 7, 2025
13 downloadsMar 8, 2025
7 downloadsMar 9, 2025
14 downloadsMar 10, 2025
28 downloadsMar 11, 2025
27 downloadsMar 12, 2025
38 downloadsMar 13, 2025
26 downloadsMar 14, 2025
24 downloadsMar 15, 2025
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28 downloadsMar 17, 2025
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26 downloadsMar 20, 2025
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26 downloadsMar 22, 2025
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20 downloadsMar 25, 2025
15 downloadsMar 26, 2025
26 downloadsMar 27, 2025
32 downloadsMar 28, 2025
14 downloadsMar 29, 2025
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13 downloadsMar 31, 2025
34 downloadsApr 1, 2025
21 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
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38

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 8,608 times in the last 365 days. Impressive! The kind of number that makes colleagues ask, 'How did you do it?' The day with the most downloads was Sep 11, 2024 with 54 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


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Dependencies

  • Depends1 package
  • Imports1 package
  • Suggests1 package
  • Linking To3 packages
  • Reverse Imports2 packages