greed

Clustering and Model Selection with the Integrated Classification Likelihood

CRAN Package

An ensemble of algorithms that enable the clustering of networks and data matrices (such as counts, categorical or continuous) with different type of generative models. Model selection and clustering is performed in combination by optimizing the Integrated Classification Likelihood (which is equivalent to minimizing the description length). Several models are available such as: Stochastic Block Model, degree corrected Stochastic Block Model, Mixtures of Multinomial, Latent Block Model. The optimization is performed thanks to a combination of greedy local search and a genetic algorithm (see arXiv:2002:11577 for more details).


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Insights

Last 30 days

This package has been downloaded 222 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 8 times.

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Mon
Tue
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Sat
7 downloadsMar 23, 2025
7 downloadsMar 24, 2025
3 downloadsMar 25, 2025
1 downloadsMar 26, 2025
6 downloadsMar 27, 2025
12 downloadsMar 28, 2025
2 downloadsMar 29, 2025
5 downloadsMar 30, 2025
2 downloadsMar 31, 2025
7 downloadsApr 1, 2025
8 downloadsApr 2, 2025
4 downloadsApr 3, 2025
5 downloadsApr 4, 2025
6 downloadsApr 5, 2025
4 downloadsApr 6, 2025
12 downloadsApr 7, 2025
11 downloadsApr 8, 2025
9 downloadsApr 9, 2025
3 downloadsApr 10, 2025
10 downloadsApr 11, 2025
24 downloadsApr 12, 2025
8 downloadsApr 13, 2025
13 downloadsApr 14, 2025
13 downloadsApr 15, 2025
10 downloadsApr 16, 2025
6 downloadsApr 17, 2025
10 downloadsApr 18, 2025
2 downloadsApr 19, 2025
4 downloadsApr 20, 2025
8 downloadsApr 21, 2025
0 downloadsApr 22, 2025
0 downloadsApr 23, 2025
0 downloadsApr 24, 2025
0 downloadsApr 25, 2025
0 downloadsApr 26, 2025
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24

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 3,082 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 Sep 11, 2024 with 31 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

  • Imports10 packages
  • Suggests8 packages
  • Linking To2 packages