SELF0.1.1 package

A Structural Equation Embedded Likelihood Framework for Causal Discovery

fhc

Fast Hill-Climbing

indicators

Calculate the f1,precision,recall score of the graph

mmpcAnm

mmpc algorithm with additive noise model

randomGraph

Generate a random graph

SELF-package

SELF: A Structural Equation Embedded Likelihood Framework for Causal D...

synthetic_data_linear

synthetic linear data base on the graph

synthetic_data_nonlinear

synthetic nonlinear data base on the graph

Download source packageRead PDF manual

Provides the SELF criteria to learn causal structure. Please cite "Ruichu Cai, Jie Qiao, Zhenjie Zhang, Zhifeng Hao. SELF: Structural Equational Embedded Likelihood Framework for Causal Discovery. AAAI. 2018."

  • Maintainer: Jie Qiao
  • License: GPL-2
  • Last published: 2017-11-22