gcastle_golem

GOLEM

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

Description

A more efficient version of NOTEARS that can reduce number of optimization iterations.

Example JSON

[
  {
    "id": "gcastle_golem",
    "lambda_1": "2e-2",
    "lambda_2": 5.0,
    "equal_variances": true,
    "non_equal_variances": true,
    "learning_rate": "1e-3",
    "num_iter": "1e+5",
    "checkpoint_iter": 5000,
    "graph_thres": 0.3,
    "device_type": "cpu",
    "device_ids": 0,
    "timeout": null
  }
]