bnns
Bayesian Neural Network with 'Stan'
Description
Offers a flexible formula-based interface for building and training Bayesian Neural Networks powered by 'Stan'. The package supports modeling complex relationships while providing rigorous uncertainty quantification via posterior distributions. With features like user chosen priors, clear predictions, and support for regression, binary, and multi-class classification, it is well-suited for applications in clinical trials, finance, and other fields requiring robust Bayesian inference and decision-making. References: Neal(1996) <doi:10.1007/978-1-4612-0745-0>.
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CRAN Check Status
Show all 13 flavors
| 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-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 History
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 14, 2026
NOTE 10 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
ERROR 8 OK · 4 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
whether package can be installed
Installation failed. See ‘/home/hornik/tmp/R.check/r-devel-gcc/Work/PKGS/bnns.Rcheck/00install.out’ for details.
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
'bnns.R'
NOTE 3 OK · 11 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
'bnns.R'
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘bnns.R’ ‘measure.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
'bnns.R'
ERROR 3 OK · 10 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
'bnns.R'
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘bnns.R’ ‘measure.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
'bnns.R'
NOTE 3 OK · 11 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
'bnns.R'
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
‘bnns.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘bnns.R’ ‘measure.R’
DESCRIPTION meta-information
Missing dependency on R >= 4.2.0 because package code uses the pipe
placeholder syntax added in R 4.2.0.
File(s) using such syntax:
'bnns.R'
Dependency Network
Version History
2 trackedR Observatory began tracking this package on Mar 10, 2026; it first appeared on CRAN Jan 13, 2025. Releases before tracking aren’t shown.