bgmm

Gaussian Mixture Modeling Algorithms and the Belief-Based Mixture Modeling

CRAN Package

Two partially supervised mixture modeling methods: soft-label and belief-based modeling are implemented. For completeness, we equipped the package also with the functionality of unsupervised, semi- and fully supervised mixture modeling. The package can be applied also to selection of the best-fitting from a set of models with different component numbers or constraints on their structures. For detailed introduction see: Przemyslaw Biecek, Ewa Szczurek, Martin Vingron, Jerzy Tiuryn (2012), The R Package bgmm: Mixture Modeling with Uncertain Knowledge, Journal of Statistical Software <doi:10.18637/jss.v047.i03>.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 354 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 5 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
0 downloadsMar 4, 2025
26 downloadsMar 5, 2025
5 downloadsMar 6, 2025
9 downloadsMar 7, 2025
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5 downloadsMar 9, 2025
10 downloadsMar 10, 2025
20 downloadsMar 11, 2025
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29 downloadsMar 15, 2025
4 downloadsMar 16, 2025
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8 downloadsMar 21, 2025
7 downloadsMar 22, 2025
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6 downloadsMar 25, 2025
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6 downloadsMar 27, 2025
30 downloadsMar 28, 2025
13 downloadsMar 29, 2025
10 downloadsMar 30, 2025
8 downloadsMar 31, 2025
7 downloadsApr 1, 2025
7 downloadsApr 2, 2025
5 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
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30

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 4,637 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 Aug 22, 2024 with 48 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

  • Depends4 packages
  • Suggests1 package
  • Reverse Imports1 package