deepcausalmmm.postprocess.dag_postprocess

Post-processing utilities for DAG visualization and analysis.

Deprecated since version 1.0.0: This module is deprecated and will be removed in v2.0.0. Please use the modern VisualizationManager class instead:

from deepcausalmmm.core.visualization import VisualizationManager

viz_manager = VisualizationManager(config) viz_manager.create_dag_network_plot(…) viz_manager.create_dag_heatmap_plot(…)

Functions

`analyze_dag_structure`(adjacency_matrix[, ...])
`plot_dag_structure`(adjacency_matrix[, ...])

deepcausalmmm.postprocess.dag_postprocess.plot_dag_structure(adjacency_matrix: Tensor, channel_names: List[str] | None = None, threshold: float = 0.1, title: str = 'Media Channel DAG Structure') → Figure[source]: Deprecated since version 1.0.0: This function is deprecated. Use VisualizationManager.create_dag_network_plot() instead.

deepcausalmmm.postprocess.dag_postprocess.analyze_dag_structure(adjacency_matrix: Tensor, channel_names: List[str] | None = None, threshold: float = 0.1) → Dict[str, Any][source]: Deprecated since version 1.0.0: This function is deprecated. Use VisualizationManager for DAG analysis instead.