deepMOU

Clustering of Short Texts by Mixture of Unigrams and Its Deep Extensions

CRAN Package

Functions providing an easy and intuitive way for fitting and clusters data using the Mixture of Unigrams models by means the Expectation-Maximization algorithm (doi:10.1023/A:1007692713085), Mixture of Dirichlet-Multinomials estimated by Gradient Descent (doi:10.1007/s11634-020-00399-3) and Deep Mixture of Multinomials whose estimates are obtained with Gibbs sampling scheme (doi:10.1007/s11222-020-09989-9). There are also functions for graphical representation of clusters obtained.

  • Version0.1.1
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release03/04/2021

Team


Insights

Last 30 days

This package has been downloaded 182 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.

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

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 2,527 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 Apr 24, 2024 with 67 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

  • Imports7 packages