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Phase 3 Graphs

Graphs used in Phase 3

Data Card

Field Type Description
graph_id string Unique identifier for the graph
adjacency_matrix List[List[int]] NxN binary adjacency matrix where A[i,j]=1 means i→j
num_nodes int Number of nodes in the DAG
num_edges int Number of edges in the DAG
density float Graph density (edges / max_possible_edges)
method string Graph generation method (e.g., "PA", "ER")

Graph Generation Settings

  • Generation Methods: PA
  • Densities: [0.2, 0.5]
  • Nodes: [10, 20]
  • Number of Graphs per Configuration: 5
  • Total Graphs: 20

Quick Start

Load Graphs

import datasets

dataset = load_dataset("CSE472-blanket-challenge/phase3-graphs", split="train")

Convert to NetworkX

import networkx as nx
import numpy as np

# Create directed graph from adjacency matrix
adj_matrix = np.asarray(graph["adjacency_matrix"])
dag = nx.from_numpy_array(adj_matrix, create_using=nx.DiGraph)

print(f"Is DAG: {nx.is_directed_acyclic_graph(dag)}")
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