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rblip_asobs

ASOBS

Package r.blip
Version 1.1
Language R
Docs here
Paper :footcite:t:`scanagatta2018approximate`, :footcite:t:`scanagatta2015learning`, :footcite:t:`teyssier2012ordering`
Graph type DAG
Docker bpimages/rblip:1.1
Module folder rblip_asobs

Description

A score-based two-phase algorithm where the first phase aims to identify the possible parent sets, :footcite:t:`scanagatta2015learning`; :footcite:t:`scanagatta2018approximate`. The second phase performs an optimisation on a modification of the space of node orders introduced in :footcite:t:`teyssier2012ordering`, allowing edges from nodes of higher to lower order, provided that no cycles are introduced.

Example JSON

[
  {
    "id": "winasobs-bdeu",
    "scorermethod": "is",
    "solvermethod": "winasobs",
    "indeg": 80,
    "timeout": 180,
    "allocated": 80,
    "scorefunction": "bdeu",
    "alpha": [
      0.001,
      0.01,
      0.1
    ],
    "cores": 1,
    "verbose_level": 0
  }
]
.. footbibliography::