Libra

Linearized Bregman Algorithms for Generalized Linear Models

CRAN Package

Efficient procedures for fitting the regularization path for linear, binomial, multinomial, Ising and Potts models with lasso, group lasso or column lasso(only for multinomial) penalty. The package uses Linearized Bregman Algorithm to solve the regularization path through iterations. Bregman Inverse Scale Space Differential Inclusion solver is also provided for linear model with lasso penalty.

  • Version1.7
  • R version≥ 3.0
  • LicenseGPL-2
  • Needs compilation?Yes
  • Last release04/11/2022

Team


Insights

Last 30 days

This package has been downloaded 313 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 9 times.

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0 downloadsMar 2, 2025
6 downloadsMar 3, 2025
12 downloadsMar 4, 2025
19 downloadsMar 5, 2025
12 downloadsMar 6, 2025
6 downloadsMar 7, 2025
4 downloadsMar 8, 2025
3 downloadsMar 9, 2025
6 downloadsMar 10, 2025
17 downloadsMar 11, 2025
7 downloadsMar 12, 2025
14 downloadsMar 13, 2025
13 downloadsMar 14, 2025
23 downloadsMar 15, 2025
3 downloadsMar 16, 2025
7 downloadsMar 17, 2025
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10 downloadsMar 19, 2025
19 downloadsMar 20, 2025
26 downloadsMar 21, 2025
16 downloadsMar 22, 2025
5 downloadsMar 23, 2025
11 downloadsMar 24, 2025
8 downloadsMar 25, 2025
7 downloadsMar 26, 2025
7 downloadsMar 27, 2025
23 downloadsMar 28, 2025
3 downloadsMar 29, 2025
4 downloadsMar 30, 2025
3 downloadsMar 31, 2025
9 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
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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 4,230 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Sep 11, 2024 with 43 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

  • Depends1 package
  • Suggests3 packages