diffee
Fast and Scalable Learning of Sparse Changes in High-Dimensional Gaussian Graphical Model Structure
Description
This is an R implementation of Fast and Scalable Learning of Sparse Changes in High-Dimensional Gaussian Graphical Model Structure (DIFFEE). The DIFFEE algorithm can be used to fast estimate the differential network between two related datasets. For instance, it can identify differential gene network from datasets of case and control. By performing data-driven network inference from two high-dimensional data sets, this tool can help users effectively translate two aggregated data blocks into knowledge of the changes among entities between two Gaussian Graphical Model. Please run demo(diffeeDemo) to learn the basic functions provided by this package. For further details, please read the original paper: Beilun Wang, Arshdeep Sekhon, Yanjun Qi (2018) <arXiv:1710.11223>.
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Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| 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 | OK |
| r-oldrel-macos-x86_64 | OK |
| 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)
CRAN incoming feasibility
Maintainer: ‘Beilun Wang <bw4mw@virginia.edu>’ The Description field contains Yanjun Qi (2018) <arXiv:1710.11223>. Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>. The BugReports field in DESCRIPTION has https://github.com/QData/DIFFEE which should likely be https://github.com/QData/DIFFEE/issues instead.
CRAN incoming feasibility
Maintainer: ‘Beilun Wang <bw4mw@virginia.edu>’ The Description field contains Yanjun Qi (2018) <arXiv:1710.11223>. Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>. The BugReports field in DESCRIPTION has https://github.com/QData/DIFFEE which should likely be https://github.com/QData/DIFFEE/issues instead.
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Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
CRAN incoming feasibility
Maintainer: ‘Beilun Wang <bw4mw@virginia.edu>’ The Description field contains Yanjun Qi (2018) <arXiv:1710.11223>. Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>. The BugReports field in DESCRIPTION has https://github.com/QData/DIFFEE which should likely be https://github.com/QData/DIFFEE/issues instead.
CRAN incoming feasibility
Maintainer: ‘Beilun Wang <bw4mw@virginia.edu>’ The Description field contains Yanjun Qi (2018) <arXiv:1710.11223>. Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>. The BugReports field in DESCRIPTION has https://github.com/QData/DIFFEE which should likely be https://github.com/QData/DIFFEE/issues instead.