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graph_id stringlengths 14 14 | adjacency_matrix listlengths 10 20 | num_nodes int64 10 20 | num_edges int64 9 99 | density float64 0.1 0.27 | method stringclasses 1
value | created_at stringdate 2025-11-15 18:53:33 2025-11-15 18:53:33 | seed int64 83.4M 2.08B |
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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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