KRLS

Kernel-Based Regularized Least Squares

CRAN Package

Package implements Kernel-based Regularized Least Squares (KRLS), a machine learning method to fit multidimensional functions y=f(x) for regression and classification problems without relying on linearity or additivity assumptions. KRLS finds the best fitting function by minimizing the squared loss of a Tikhonov regularization problem, using Gaussian kernels as radial basis functions. For further details see Hainmueller and Hazlett (2014).


Team


Insights

Last 30 days

This package has been downloaded 292 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 7 times.

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

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 3,696 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 Sep 11, 2024 with 44 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

  • Suggests1 package
  • Reverse Suggests1 package