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DESCRIPTION
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Package: inferno
Title: Bayesian nonparametric exchangeable inference - model-free uncertainty-quantified prediction
Version: 0.2.1
Authors@R: c(
person("PierGianLuca", "Porta Mana", ,
"pgl@portamana.org", role = c("aut", "cre"),
comment = c(ORCID = "0000-0002-6070-0784")),
person("Aurora", "Grefsrud", ,
"agre@hvl.no", role = c("aut"),
comment = c(ORCID = "0009-0005-9063-4131")),
person("Håkon", "Mydland", ,
"haakon.mydland@gmail.com", role = c("aut"),
comment = c(ORCID = "0009-0004-9558-8894")),
person("Simen", "Hesthamar Hauge", ,
"585090@stud.hvl.no", role = c("aut"),
comment = c(ORCID = "0009-0005-6158-2846"))
)
Description: Offers several functions for Bayesian nonparametric exchangeable inference (also called "density" or "population" inference), including Monte Carlo calculation of posterior densities. From a machine-learning perspective, it offers a model-free, uncertainty-quantified prediction algorithm.
License: GPL (>= 3)
URL: https://github.com/pglpm/inferno/, https://pglpm.github.io/inferno/
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Depends:
R (>= 3.5.0)
Imports:
doParallel,
doRNG,
extraDistr,
foreach,
nimble
Suggests:
knitr,
rmarkdown
VignetteBuilder: knitr