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-4.5)RNAmf_0.1.0.zip(r-4.4)RNAmf_0.1.0.zip(r-4.3)
RNAmf_0.1.0.tgz(r-4.5-any)RNAmf_0.1.0.tgz(r-4.4-any)RNAmf_0.1.0.tgz(r-4.3-any)
RNAmf_0.1.0.tar.gz(r-4.5-noble)RNAmf_0.1.0.tar.gz(r-4.4-noble)
RNAmf_0.1.0.tgz(r-4.4-emscripten)RNAmf_0.1.0.tgz(r-4.3-emscripten)
RNAmf.pdf |RNAmf.html✨
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-Forge:

3.30 score 4 stars 1 scripts 226 downloads 6 exports 12 dependencies

Last updated 9 months agofrom:74f74fbd78. Checks:1 OK, 7 WARNING. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 14 2025
R-4.5-winWARNINGFeb 14 2025
R-4.5-macWARNINGFeb 14 2025
R-4.5-linuxWARNINGFeb 14 2025
R-4.4-winWARNINGFeb 14 2025
R-4.4-macWARNINGFeb 14 2025
R-4.3-winWARNINGFeb 14 2025
R-4.3-macWARNINGFeb 14 2025

Exports:ALC_RNAmfALM_RNAmfALMC_RNAmfNestedXRNAmf_three_levelRNAmf_two_level

Dependencies:clustercodetoolsdoParallelforeachiteratorslhsmaptreemvtnormplgpRcpprparttgp