Description
Provides general purpose tools for helping users to implement steepest gradient descent methods for function optimization; for details see Ruder (2016) <arXiv:1609.04747v2>. Currently, the Steepest 2-Groups Gradient Descent and the Adaptive Moment Estimation (Adam) are the methods implemented. Other methods will be implemented in the future.
Downloads
274
Last 30 days
14896th
1.1K
Last 90 days
4.1K
Last year
Trend: +6.2% (30d vs prior 30d)
9
Last 30 days
25
Last 90 days
91
Last year
Trend: -35.7% (30d vs prior 30d)
CRAN Check Status
Show all 13 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-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 (2 non-OK)
CRAN incoming feasibility
Maintainer: ‘Vithor Rosa Franco <vithorfranco@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = c("Vithor", "Rosa"),
family = "Franco",
role = c("aut", "cre"),
email = "vithorfranco@gmail.com")
as necessary.
The Description field contains
Ruder (2016) <arXiv:1609.04747v2>. Currently, the Steepest 2-Groups
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
CRAN incoming feasibility
Maintainer: ‘Vithor Rosa Franco <vithorfranco@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = c("Vithor", "Rosa"),
family = "Franco",
role = c("aut", "cre"),
email = "vithorfranco@gmail.com")
as necessary.
The Description field contains
Ruder (2016) <arXiv:1609.04747v2>. Currently, the Steepest 2-Groups
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Vithor Rosa Franco <vithorfranco@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = c("Vithor", "Rosa"),
family = "Franco",
role = c("aut", "cre")
...[truncated]...
email = "vithorfranco@gmail.com")
as necessary.
The Description field contains
Ruder (2016) <arXiv:1609.04747v2>. Currently, the Steepest 2-Groups
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
CRAN incoming feasibility
Maintainer: ‘Vithor Rosa Franco <vithorfranco@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = c("Vithor", "Rosa"),
family = "Franco",
role = c("aut", "cre")
...[truncated]...
email = "vithorfranco@gmail.com")
as necessary.
The Description field contains
Ruder (2016) <arXiv:1609.04747v2>. Currently, the Steepest 2-Groups
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
Reverse Dependencies (1)
imports
Dependency Network
Version History
1 trackedR Observatory began tracking this package on Mar 10, 2026; it first appeared on CRAN Oct 7, 2021. Releases before tracking aren’t shown.