eimpute

Efficiently Impute Large Scale Incomplete Matrix

CRAN Package

Efficiently impute large scale matrix with missing values via its unbiased low-rank matrix approximation. Our main approach is Hard-Impute algorithm proposed in https://www.jmlr.org/papers/v11/mazumder10a.html, which achieves highly computational advantage by truncated singular-value decomposition.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 249 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 7 times.

Sun
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Tue
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Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
11 downloadsMar 4, 2025
17 downloadsMar 5, 2025
7 downloadsMar 6, 2025
7 downloadsMar 7, 2025
5 downloadsMar 8, 2025
2 downloadsMar 9, 2025
8 downloadsMar 10, 2025
9 downloadsMar 11, 2025
7 downloadsMar 12, 2025
5 downloadsMar 13, 2025
5 downloadsMar 14, 2025
17 downloadsMar 15, 2025
2 downloadsMar 16, 2025
8 downloadsMar 17, 2025
16 downloadsMar 18, 2025
2 downloadsMar 19, 2025
15 downloadsMar 20, 2025
10 downloadsMar 21, 2025
6 downloadsMar 22, 2025
8 downloadsMar 23, 2025
9 downloadsMar 24, 2025
3 downloadsMar 25, 2025
5 downloadsMar 26, 2025
12 downloadsMar 27, 2025
18 downloadsMar 28, 2025
2 downloadsMar 29, 2025
13 downloadsMar 30, 2025
3 downloadsMar 31, 2025
10 downloadsApr 1, 2025
7 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
2
18

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 3,637 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Jul 24, 2024 with 50 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


Binaries


Dependencies

  • Imports1 package
  • Suggests1 package
  • Linking To2 packages