OOR

Optimistic Optimization in R

CRAN Package

Implementation of optimistic optimization methods for global optimization of deterministic or stochastic functions. The algorithms feature guarantees of the convergence to a global optimum. They require minimal assumptions on the (only local) smoothness, where the smoothness parameter does not need to be known. They are expected to be useful for the most difficult functions when we have no information on smoothness and the gradients are unknown or do not exist. Due to the weak assumptions, however, they can be mostly effective only in small dimensions, for example, for hyperparameter tuning.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 310 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 28 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
32 downloadsMar 4, 2025
13 downloadsMar 5, 2025
4 downloadsMar 6, 2025
3 downloadsMar 7, 2025
9 downloadsMar 8, 2025
1 downloadsMar 9, 2025
15 downloadsMar 10, 2025
8 downloadsMar 11, 2025
10 downloadsMar 12, 2025
15 downloadsMar 13, 2025
4 downloadsMar 14, 2025
9 downloadsMar 15, 2025
2 downloadsMar 16, 2025
12 downloadsMar 17, 2025
10 downloadsMar 18, 2025
6 downloadsMar 19, 2025
10 downloadsMar 20, 2025
5 downloadsMar 21, 2025
7 downloadsMar 22, 2025
3 downloadsMar 23, 2025
12 downloadsMar 24, 2025
8 downloadsMar 25, 2025
6 downloadsMar 26, 2025
4 downloadsMar 27, 2025
15 downloadsMar 28, 2025
0 downloadsMar 29, 2025
5 downloadsMar 30, 2025
31 downloadsMar 31, 2025
23 downloadsApr 1, 2025
28 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
0
32

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 4,095 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 Jul 21, 2024 with 201 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

  • Reverse Imports1 package