IterativeHardThresholding

Iterative Hard Thresholding Extensions to Cyclops

CRAN Package

Fits large-scale regression models with a penalty that restricts the maximum number of non-zero regression coefficients to a prespecified value. While Chu et al (2020) doi:10.1093/gigascience/giaa044 describe the basic algorithm, this package uses Cyclops for an efficient implementation.


Documentation


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Insights

Last 30 days

This package has been downloaded 291 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 15 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
0 downloadsFeb 12, 2025
8 downloadsFeb 13, 2025
8 downloadsFeb 14, 2025
2 downloadsFeb 15, 2025
10 downloadsFeb 16, 2025
15 downloadsFeb 17, 2025
11 downloadsFeb 18, 2025
15 downloadsFeb 19, 2025
17 downloadsFeb 20, 2025
12 downloadsFeb 21, 2025
3 downloadsFeb 22, 2025
11 downloadsFeb 23, 2025
10 downloadsFeb 24, 2025
8 downloadsFeb 25, 2025
10 downloadsFeb 26, 2025
8 downloadsFeb 27, 2025
8 downloadsFeb 28, 2025
17 downloadsMar 1, 2025
5 downloadsMar 2, 2025
15 downloadsMar 3, 2025
15 downloadsMar 4, 2025
5 downloadsMar 5, 2025
5 downloadsMar 6, 2025
16 downloadsMar 7, 2025
4 downloadsMar 8, 2025
2 downloadsMar 9, 2025
8 downloadsMar 10, 2025
8 downloadsMar 11, 2025
10 downloadsMar 12, 2025
10 downloadsMar 13, 2025
15 downloadsMar 14, 2025
0 downloadsMar 15, 2025
2
17

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 3,854 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 Apr 26, 2024 with 47 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
  • Imports1 package
  • Suggests3 packages