hySAINT

Hybrid Genetic and Simulated Annealing Algorithm for High Dimensional Linear Models with Interaction Effects

CRAN Package

We provide a stage-wise selection method using genetic algorithms, designed to efficiently identify main and two-way interactions within high-dimensional linear regression models. Additionally, it implements simulated annealing algorithm during the mutation process. The relevant paper can be found at: Ye, C.,and Yang,Y. (2019) doi:10.1109/TIT.2019.2913417.

  • Version1.2.1
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?No
  • Languageen-US
  • Last release04/04/2024

Team


Insights

Last 30 days

This package has been downloaded 156 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 5 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
9 downloadsMar 4, 2025
6 downloadsMar 5, 2025
5 downloadsMar 6, 2025
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1 downloadsMar 8, 2025
3 downloadsMar 9, 2025
3 downloadsMar 10, 2025
6 downloadsMar 11, 2025
12 downloadsMar 12, 2025
1 downloadsMar 13, 2025
3 downloadsMar 14, 2025
7 downloadsMar 15, 2025
2 downloadsMar 16, 2025
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5 downloadsMar 19, 2025
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3 downloadsMar 22, 2025
5 downloadsMar 23, 2025
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4 downloadsMar 25, 2025
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5 downloadsMar 27, 2025
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1 downloadsMar 29, 2025
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3 downloadsMar 31, 2025
5 downloadsApr 1, 2025
5 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 2,146 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Apr 08, 2024 with 32 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

  • Imports6 packages