Package: bnns 0.1.2.9000

bnns: Bayesian Neural Network with 'Stan'

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>.

Authors:Swarnendu Chatterjee [aut, cre, cph]

bnns_0.1.2.9000.tar.gz
bnns_0.1.2.9000.zip(r-4.5)bnns_0.1.2.9000.zip(r-4.4)bnns_0.1.2.9000.zip(r-4.3)
bnns_0.1.2.9000.tgz(r-4.4-any)bnns_0.1.2.9000.tgz(r-4.3-any)
bnns_0.1.2.9000.tar.gz(r-4.5-noble)bnns_0.1.2.9000.tar.gz(r-4.4-noble)
bnns_0.1.2.9000.tgz(r-4.4-emscripten)bnns_0.1.2.9000.tgz(r-4.3-emscripten)
bnns.pdf |bnns.html
bnns/json (API)
NEWS

# Install 'bnns' in R:
install.packages('bnns', repos = c('https://swarnendu-stat.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/swarnendu-stat/bnns/issues

Pkgdown site:https://swarnendu-stat.github.io

On CRAN:

4.30 score 13 exports 54 dependencies

Last updated 8 hours agofrom:72e14b4179. Checks:1 OK, 6 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 14 2025
R-4.5-winNOTEJan 14 2025
R-4.5-linuxNOTEJan 14 2025
R-4.4-winNOTEJan 14 2025
R-4.4-macNOTEJan 14 2025
R-4.3-winNOTEJan 14 2025
R-4.3-macNOTEJan 14 2025

Exports:bnnsbnns_traingenerate_stan_codegenerate_stan_code_bingenerate_stan_code_catgenerate_stan_code_contmeasure_binmeasure_catmeasure_contrelusigmoidsoftmax_3dsoftplus

Dependencies:abindbackportsBHcallrcheckmateclicolorspacedescdistributionalfansifarvergenericsggplot2gluegridExtragtableinlineisobandlabelinglatticelifecycleloomagrittrMASSMatrixmatrixStatsmgcvmunsellnlmenumDerivpillarpkgbuildpkgconfigplyrposteriorpROCprocessxpsQuickJSRR6RColorBrewerRcppRcppEigenRcppParallelrlangrstanscalesStanHeaderstensorAtibbleutf8vctrsviridisLitewithr

bnns

Rendered frombnns.Rmdusingknitr::rmarkdownon Jan 14 2025.

Last update: 2025-01-10
Started: 2024-12-23