PUlasso
High-Dimensional Variable Selection with Presence-Only Data
v3.2.6
·
Feb 13, 2026
·
GPL-2
Description
Efficient algorithm for solving PU (Positive and Unlabeled) problem in low or high dimensional setting with lasso or group lasso penalty. The algorithm uses Maximization-Minorization and (block) coordinate descent. Sparse calculation and parallel computing are supported for the computational speed-up. See Hyebin Song, Garvesh Raskutti (2018) <doi:10.48550/arXiv.1711.08129>.
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| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | OK |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (14 non-OK)
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r-devel-linux-x86_64-debian-clang
*
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r-devel-linux-x86_64-debian-gcc
*
OK
r-devel-linux-x86_64-fedora-clang
*
OK
r-devel-linux-x86_64-fedora-gcc
*
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r-devel-macos-arm64
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OK
r-devel-windows-x86_64
*
NOTE
r-oldrel-macos-arm64
installed package size
installed size is 40.7Mb
sub-directories of 1Mb or more:
libs 40.2Mb
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r-oldrel-macos-x86_64
installed package size
installed size is 41.9Mb
sub-directories of 1Mb or more:
libs 41.4Mb
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r-oldrel-windows-x86_64
*
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r-patched-linux-x86_64
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r-release-linux-x86_64
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r-release-macos-arm64
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r-release-macos-x86_64
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r-release-windows-x86_64
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Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE
r-oldrel-macos-arm64
installed package size
installed size is 40.7Mb
sub-directories of 1Mb or more:
libs 40.2Mb
NOTE
r-oldrel-macos-x86_64
installed package size
installed size is 41.9Mb
sub-directories of 1Mb or more:
libs 41.4Mb
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Version History
new
3.2.6
Mar 9, 2026