lda

Collapsed Gibbs Sampling Methods for Topic Models

CRAN Package

Implements latent Dirichlet allocation (LDA) and related models. This includes (but is not limited to) sLDA, corrLDA, and the mixed-membership stochastic blockmodel. Inference for all of these models is implemented via a fast collapsed Gibbs sampler written in C. Utility functions for reading/writing data typically used in topic models, as well as tools for examining posterior distributions are also included.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 4,800 times in the last 30 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 170 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsFeb 16, 2025
0 downloadsFeb 17, 2025
194 downloadsFeb 18, 2025
264 downloadsFeb 19, 2025
253 downloadsFeb 20, 2025
126 downloadsFeb 21, 2025
58 downloadsFeb 22, 2025
112 downloadsFeb 23, 2025
111 downloadsFeb 24, 2025
156 downloadsFeb 25, 2025
224 downloadsFeb 26, 2025
192 downloadsFeb 27, 2025
129 downloadsFeb 28, 2025
115 downloadsMar 1, 2025
87 downloadsMar 2, 2025
191 downloadsMar 3, 2025
231 downloadsMar 4, 2025
226 downloadsMar 5, 2025
177 downloadsMar 6, 2025
193 downloadsMar 7, 2025
120 downloadsMar 8, 2025
106 downloadsMar 9, 2025
177 downloadsMar 10, 2025
138 downloadsMar 11, 2025
221 downloadsMar 12, 2025
168 downloadsMar 13, 2025
168 downloadsMar 14, 2025
111 downloadsMar 15, 2025
65 downloadsMar 16, 2025
120 downloadsMar 17, 2025
197 downloadsMar 18, 2025
170 downloadsMar 19, 2025
0 downloadsMar 20, 2025
0 downloadsMar 21, 2025
0 downloadsMar 22, 2025
58
264

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 53,741 times in the last 365 days. An impressive feat! Enough downloads to make even seasoned academics take note. The day with the most downloads was Apr 02, 2024 with 525 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

  • Suggests5 packages
  • Reverse Imports4 packages
  • Reverse Suggests5 packages
  • Reverse Enhances1 package