HPC (bnlearn)

Module name	bnlearn_hpc
Package	bnlearn
Version	4.8.3
Language	R
Docs	here
Paper	Gasse et al.[1]
Graph type	DAG
MCMC	No
Edge constraints	Yes
Data type	C, D, M
Data missingness
Intervention type
Docker	bpimages/bnlearn:4.8.3

HPC

From bnlearn: an algorithm building on iamb.fdr to learn the parents and children of each node like mmpc and si.hiton.pc. The reference publication is the same as that for Hybrid HPC.

Some fields described

edgeConstraints Name of the JSON file containing background knowledge

Example JSON

[
  {
    "id": "hpc-zf",
    "alpha": [
      0.01,
      0.05
    ],
    "test": "zf",
    "B": null,
    "maxsx": null,
    "debug": false,
    "undirected": false,
    "timeout": null,
    "edgeConstraints": "edgeConstraints.json"
  },
  {
    "id": "hpc-mi",
    "alpha": [
      0.01,
      0.05,
      0.1,
      0.2
    ],
    "test": "mi",
    "B": null,
    "maxsx": null,
    "debug": false,
    "undirected": false,
    "timeout": null,
    "edgeConstraints": "edgeConstraints.json"
  }
]