gcastle_direct_lingam

Direct LINGAM

Package	gCastle
Version	1.0.3
Language	Python
Docs
Paper	Shimizu et al.[1]
Graph type	DAG
Docker	bpimages/gcastle:1.0.3
Module folder	gcastle_direct_lingam

Description

A direct learning algorithm for linear non-Gaussian acyclic model (LiNGAM).

Example JSON

[
  {
    "id": "gcastle_direct_lingam",
    "measure": "pwling",
    "thresh": 0.3,
    "timeout": null
  }
]

[1]

Shohei Shimizu, Takanori Inazumi, Yasuhiro Sogawa, Aapo Hyvarinen, Yoshinobu Kawahara, Takashi Washio, Patrik O Hoyer, Kenneth Bollen, and Patrik Hoyer. Directlingam: a direct method for learning a linear non-gaussian structural equation model. Journal of Machine Learning Research-JMLR, 12(Apr):1225–1248, 2011. URL: https://www.jmlr.org/papers/volume12/shimizu11a/shimizu11a.pdf.