bigGP

Distributed Gaussian Process Calculations

CRAN Package

Distributes Gaussian process calculations across nodes in a distributed memory setting, using Rmpi. The bigGP class provides high-level methods for maximum likelihood with normal data, prediction, calculation of uncertainty (i.e., posterior covariance calculations), and simulation of realizations. In addition, bigGP provides an API for basic matrix calculations with distributed covariance matrices, including Cholesky decomposition, back/forwardsolve, crossproduct, and matrix multiplication.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 149 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 3 times.

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

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 2,008 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 Jun 02, 2024 with 25 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

  • Depends1 package
  • Suggests2 packages