gcastle_notears

NO TEARS

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

Description

This score-based method recasts the combinatorial problem of estimating a DAG into a purely continuous non-convex optimization problem over real matrices with a smooth constraint to ensure acyclicity.

Example JSON

[
  {
    "id": "gcastle_notears",
    "lambda1": 0.1,
    "loss_type": "l2",
    "max_iter": 100,
    "h_tol": "1e-8",
    "rho_max": "1e+16",
    "w_threshold": [
      0.05,
      0.1,
      0.25
    ],
    "timeout": null
  }
]