gcastle_ica_lingam

ICALiNGAM

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_ica_lingam

Description

An ICA-based learning algorithm for linear non-Gaussian acyclic model (LiNGAM).

Example JSON

[
  {
    "id": "gcastle_ica_lingam",
    "thresh": 0.3,
    "random_state": null,
    "max_iter": 1000,
    "timeout": null
  }
]

[1]

Shohei Shimizu, Patrik O. Hoyer, Aapo Hyvärinen, and Antti Kerminen. A linear non-gaussian acyclic model for causal discovery. J. Mach. Learn. Res., 7:2003–2030, dec 2006. URL: https://www.jmlr.org/papers/v7/shimizu06a.html.