recosystem

Recommender System using Matrix Factorization

CRAN Package

R wrapper of the 'libmf' library https://www.csie.ntu.edu.tw/~cjlin/libmf/ for recommender system using matrix factorization. It is typically used to approximate an incomplete matrix using the product of two matrices in a latent space. Other common names for this task include "collaborative filtering", "matrix completion", "matrix recovery", etc. High performance multi-core parallel computing is supported in this package.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 1,700 times in the last 30 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 70 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
0 downloadsFeb 12, 2025
70 downloadsFeb 13, 2025
40 downloadsFeb 14, 2025
23 downloadsFeb 15, 2025
30 downloadsFeb 16, 2025
24 downloadsFeb 17, 2025
57 downloadsFeb 18, 2025
35 downloadsFeb 19, 2025
80 downloadsFeb 20, 2025
26 downloadsFeb 21, 2025
26 downloadsFeb 22, 2025
29 downloadsFeb 23, 2025
61 downloadsFeb 24, 2025
63 downloadsFeb 25, 2025
45 downloadsFeb 26, 2025
62 downloadsFeb 27, 2025
23 downloadsFeb 28, 2025
41 downloadsMar 1, 2025
39 downloadsMar 2, 2025
37 downloadsMar 3, 2025
65 downloadsMar 4, 2025
149 downloadsMar 5, 2025
35 downloadsMar 6, 2025
55 downloadsMar 7, 2025
48 downloadsMar 8, 2025
59 downloadsMar 9, 2025
60 downloadsMar 10, 2025
110 downloadsMar 11, 2025
126 downloadsMar 12, 2025
112 downloadsMar 13, 2025
70 downloadsMar 14, 2025
0 downloadsMar 15, 2025
23
149

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 17,861 times in the last 365 days. The downloads are officially high enough to crash an underfunded departmental server. Quite an accomplishment! The day with the most downloads was Mar 05, 2025 with 149 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

  • Imports2 packages
  • Suggests4 packages
  • Linking To2 packages
  • Reverse Imports2 packages
  • Reverse Suggests1 package