AIUQ

Ab Initio Uncertainty Quantification

CRAN Package

Uncertainty quantification and inverse estimation by probabilistic generative models from the beginning of the data analysis. An example is a Fourier basis method for inverse estimation in scattering analysis of microscopy videos. It does not require specifying a certain range of Fourier bases and it substantially reduces computational cost via the generalized Schur algorithm. See the reference: Mengyang Gu, Yue He, Xubo Liu and Yimin Luo (2023), doi:10.48550/arXiv.2309.02468.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 264 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 8 times.

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

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 3,560 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 28, 2024 with 58 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

  • Imports3 packages
  • Suggests2 packages