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 279 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 3 times.

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0 downloadsDec 8, 2024
0 downloadsDec 9, 2024
0 downloadsDec 10, 2024
0 downloadsDec 11, 2024
0 downloadsDec 12, 2024
3 downloadsDec 13, 2024
3 downloadsDec 14, 2024
3 downloadsDec 15, 2024
19 downloadsDec 16, 2024
25 downloadsDec 17, 2024
12 downloadsDec 18, 2024
13 downloadsDec 19, 2024
5 downloadsDec 20, 2024
6 downloadsDec 21, 2024
7 downloadsDec 22, 2024
2 downloadsDec 23, 2024
3 downloadsDec 24, 2024
17 downloadsDec 25, 2024
2 downloadsDec 26, 2024
5 downloadsDec 27, 2024
1 downloadsDec 28, 2024
4 downloadsDec 29, 2024
6 downloadsDec 30, 2024
3 downloadsDec 31, 2024
16 downloadsJan 1, 2025
20 downloadsJan 2, 2025
17 downloadsJan 3, 2025
19 downloadsJan 4, 2025
5 downloadsJan 5, 2025
14 downloadsJan 6, 2025
7 downloadsJan 7, 2025
21 downloadsJan 8, 2025
10 downloadsJan 9, 2025
8 downloadsJan 10, 2025
3 downloadsJan 11, 2025
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25

Last 365 days

This package has been downloaded 3,867 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 Jan 24, 2024 with 136 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