codacore

Learning Sparse Log-Ratios for Compositional Data

CRAN Package

In the context of high-throughput genetic data, CoDaCoRe identifies a set of sparse biomarkers that are predictive of a response variable of interest (Gordon-Rodriguez et al., 2021) doi:10.1093/bioinformatics/btab645. More generally, CoDaCoRe can be applied to any regression problem where the independent variable is Compositional (CoDa), to derive a set of scale-invariant log-ratios (ILR or SLR) that are maximally associated to a dependent variable.


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Insights

Last 30 days

This package has been downloaded 181 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 6 times.

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0 downloadsMar 2, 2025
4 downloadsMar 3, 2025
11 downloadsMar 4, 2025
12 downloadsMar 5, 2025
2 downloadsMar 6, 2025
8 downloadsMar 7, 2025
1 downloadsMar 8, 2025
3 downloadsMar 9, 2025
5 downloadsMar 10, 2025
10 downloadsMar 11, 2025
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5 downloadsMar 13, 2025
2 downloadsMar 14, 2025
10 downloadsMar 15, 2025
3 downloadsMar 16, 2025
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4 downloadsMar 18, 2025
10 downloadsMar 19, 2025
14 downloadsMar 20, 2025
6 downloadsMar 21, 2025
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5 downloadsMar 24, 2025
4 downloadsMar 25, 2025
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4 downloadsMar 27, 2025
5 downloadsMar 28, 2025
5 downloadsMar 29, 2025
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4 downloadsMar 31, 2025
6 downloadsApr 1, 2025
0 downloadsApr 2, 2025
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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 2,757 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 21, 2024 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


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Dependencies

  • Imports5 packages
  • Suggests4 packages