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This project is the project code for "Continuous Structure Constraint Integration for Robust Causal Discovery".

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Edge Constraint Adaptive (ECA) Method to Incorporate Prior into Causal Discovery

This project is the project code for "Continuous Structure Constraint Integration for Robust Causal Discovery".

Requirements

  • Python 3.7+
  • gCastle
  • numpy
  • torch
  • scipy
  • python-igraph
  • rich

Running a Simple Demo

python main.py

More Setting

Modify the line "args={'n_nodes':40,...}" in main.py, or use command line like: python main.py --n_nodes=40 --text=0

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This project is the project code for "Continuous Structure Constraint Integration for Robust Causal Discovery".

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