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)

Peer review:

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

On CRAN:

6 exports 3 stars 1.40 score 12 dependencies 1 scripts 208 downloads

Last updated 3 months agofrom:74f74fbd78. Checks:OK: 1 WARNING: 6. Indexed: yes.

Exports:ALC_RNAmfALM_RNAmfALMC_RNAmfNestedXRNAmf_three_levelRNAmf_two_level

Dependencies:clustercodetoolsdoParallelforeachiteratorslhsmaptreemvtnormplgpRcpprparttgp