psvd

Eigendecomposition, Singular-Values and the Power Method

CRAN Package

For a data matrix with m rows and n columns (m>=n), the power method is used to compute, simultaneously, the eigendecomposition of a square symmetric matrix. This result is used to obtain the singular value decomposition (SVD) and the principal component analysis (PCA) results. Compared to the classical SVD method, the first r singular values can be computed.


Team


Insights

Last 30 days

This package has been downloaded 420 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 5 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
47 downloadsMar 4, 2025
5 downloadsMar 5, 2025
6 downloadsMar 6, 2025
3 downloadsMar 7, 2025
41 downloadsMar 8, 2025
1 downloadsMar 9, 2025
2 downloadsMar 10, 2025
6 downloadsMar 11, 2025
4 downloadsMar 12, 2025
47 downloadsMar 13, 2025
4 downloadsMar 14, 2025
4 downloadsMar 15, 2025
13 downloadsMar 16, 2025
22 downloadsMar 17, 2025
24 downloadsMar 18, 2025
1 downloadsMar 19, 2025
6 downloadsMar 20, 2025
7 downloadsMar 21, 2025
2 downloadsMar 22, 2025
7 downloadsMar 23, 2025
45 downloadsMar 24, 2025
3 downloadsMar 25, 2025
3 downloadsMar 26, 2025
6 downloadsMar 27, 2025
44 downloadsMar 28, 2025
1 downloadsMar 29, 2025
6 downloadsMar 30, 2025
2 downloadsMar 31, 2025
53 downloadsApr 1, 2025
5 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
1
53

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 2,417 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 Apr 01, 2025 with 53 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


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