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-4.4-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'))

Peer review:

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

On CRAN:

3.48 score 3 stars 1 scripts 198 downloads 6 exports 12 dependencies

Last updated 5 months agofrom:74f74fbd78. Checks:OK: 1 WARNING: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 16 2024
R-4.5-winWARNINGNov 16 2024
R-4.5-linuxWARNINGNov 16 2024
R-4.4-winWARNINGNov 16 2024
R-4.4-macWARNINGNov 16 2024
R-4.3-winWARNINGNov 16 2024
R-4.3-macWARNINGNov 16 2024

Exports:ALC_RNAmfALM_RNAmfALMC_RNAmfNestedXRNAmf_three_levelRNAmf_two_level

Dependencies:clustercodetoolsdoParallelforeachiteratorslhsmaptreemvtnormplgpRcpprparttgp