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)RNAmf_0.1.0.zip(r-4.6)RNAmf_0.1.0.zip(r-4.5)
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✨
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 300 downloads 6 exports 12 dependencies

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

TargetResultTimeFilesSyslog
linux-devel-x86_64WARNING124
source / vignettesOK163
linux-release-x86_64WARNING229
macos-release-arm64WARNING175
macos-oldrel-arm64WARNING176
windows-develWARNING95
windows-releaseWARNING101
windows-oldrelWARNING102
wasm-releaseOK99

Exports:ALC_RNAmfALM_RNAmfALMC_RNAmfNestedXRNAmf_three_levelRNAmf_two_level

Dependencies:clustercodetoolsdoParallelforeachiteratorslhsmaptreemvtnormplgpRcpprparttgp