mglasso

Multiscale Graphical Lasso

CRAN Package

Inference of Multiscale graphical models with neighborhood selection approach. The method is based on solving a convex optimization problem combining a Lasso and fused-group Lasso penalties. This allows to infer simultaneously a conditional independence graph and a clustering partition. The optimization is based on the Continuation with Nesterov smoothing in a Shrinkage-Thresholding Algorithm solver (Hadj-Selem et al. 2018) <doi:10.1109/TMI.2018.2829802> implemented in python.

  • Version0.1.2
  • R versionunknown
  • LicenseMIT
  • Needs compilation?No
  • Last release09/08/2022

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Insights

Last 30 days

This package has been downloaded 160 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 1 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
0 downloadsMar 4, 2025
7 downloadsMar 5, 2025
3 downloadsMar 6, 2025
4 downloadsMar 7, 2025
7 downloadsMar 8, 2025
0 downloadsMar 9, 2025
3 downloadsMar 10, 2025
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2 downloadsMar 12, 2025
12 downloadsMar 13, 2025
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5 downloadsMar 15, 2025
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1 downloadsMar 17, 2025
11 downloadsMar 18, 2025
4 downloadsMar 19, 2025
10 downloadsMar 20, 2025
8 downloadsMar 21, 2025
4 downloadsMar 22, 2025
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12 downloadsMar 24, 2025
4 downloadsMar 25, 2025
1 downloadsMar 26, 2025
6 downloadsMar 27, 2025
11 downloadsMar 28, 2025
0 downloadsMar 29, 2025
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3 downloadsMar 31, 2025
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6 downloadsApr 2, 2025
1 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 3,024 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 Jul 21, 2024 with 146 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

  • Imports8 packages
  • Suggests4 packages