Utilities

In this section, we would like to introduce utilities in causal-learn, such as graph operations and evaluations.

Contents:

• Graph operations
  • DAG2CPDAG
    • Usage
    • Parameters
    • Returns
  • DAG2PAG
    • Usage
    • Parameters
    • Returns
  • PDAG2DAG
    • Usage
    • Parameters
    • Returns
  • TXT2GeneralGraph
    • Usage
    • Parameters
    • Returns
• Evaluations
  • Usage
  • Parameters
  • Returns
• Datasets
  • Usage
  • Parameters
  • Returns
• Graph Visualization
  • Usage
    • Basic Plot
    • Plot with Custom Node Labels
    • Plot with Manual Node Colors
    • Plot with Category-based Colors (Auto-assigned)
    • Full Example: GES + Colored Visualization
  • Parameters
  • get_category_colors()
  • Notes