- graphical models for influence diagrams
- Junkyu Lee, Radu Marinescu, and Rina Dechter. "Submodel Decomposition Bounds for Influence Diagrams", AAAI 2021.
$ conda create env --name gmid2 python=3.6
$ conda install numpy, networkx, sortedcontainers
- numpy version: 1.18
- networkx: 2.4
- benchmark data set under
/gmid2/gmid2/benchmarks - file formats
- .uai: same as uai file
- .id: identity of variables and functions
- .pvo: partial variable elimination ordering
- .vo: variable elimination ordering
- use scripts under
/gmid2/gmid2/scripts
$ PRJ_PATH=<path to gmid2>
$ python st_bte_bw.py $PRJ_PATH/benchmarks/synthetic/mpd1-4_2_2_5 2
$ python st_wmbmm_bw.py $PRJ_PATH/benchmarks/synthetic/mpd1-4_2_2_5 2