Package: RNAmf 0.1.0

RNAmf: Recursive non-additive emulator for multi-fidelity data

Performs RNA emulation and active learning proposed by Heo and Sung (2023+) <arxiv:2309.11772> for multi-fidelity computer experiments. The RNA emulator is particularly useful when the simulations with different fidelity level are nonlinearly correlated. The hyperparameters in the model are estimated by maximum likelihood estimation.

Authors:Junoh Heo <[email protected]>, Chih-Li Sung <[email protected]>

RNAmf_0.1.0.tar.gz
RNAmf_0.1.0.zip(r-4.7-any)RNAmf_0.1.0.zip(r-4.6-any)RNAmf_0.1.0.zip(r-4.5-any)
RNAmf_0.1.0.tgz(r-4.6-any)RNAmf_0.1.0.tgz(r-4.5-any)
RNAmf_0.1.0.tar.gz(r-4.7-any)RNAmf_0.1.0.tar.gz(r-4.6-any)
RNAmf_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
RNAmf/json (API)

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

Bug tracker:https://github.com/heojunoh/rnamf/issues

On CRAN:

Conda:

3.30 score 4 stars 2 scripts 267 downloads 6 exports 12 dependencies

Last updated from:74f74fbd78. Checks:7 WARNING, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develWARNING105
source / vignettesOK188
linux-releaseWARNING116
macos-releaseWARNING164
macos-oldrelWARNING201
windows-develWARNING90
windows-releaseWARNING80
windows-oldrelWARNING77
wasm-releaseOK90

Exports:ALC_RNAmfALM_RNAmfALMC_RNAmfNestedXRNAmf_three_levelRNAmf_two_level

Dependencies:clustercodetoolsdoParallelforeachiteratorslhsmaptreemvtnormplgpRcpprparttgp