Tools for downloading, loading, and analyzing AHORN datasets from code.
Use the loader for everyday downloads and Python scripts. If you are building services around the repository, consume the Datasets JSON API for machine-readable metadata.
Download datasets from the command line or load them in Python.
Download a dataset
bashuvx ahorn-loader download karate-clubRead from Python
pythonimport ahorn_loader
with ahorn_loader.read_dataset(
"karate-club",
) as dataset:
for line in dataset:
print(line)Libraries that provide a direct path from AHORN datasets into analysis workflows.
A Python library for higher-order network analysis, supporting simplicial and cell complexes.
import toponetx as tnx
SC = tnx.datasets.load_ahorn_dataset("karate-club")
B1 = SC.incidence_matrix(1)Libraries that align with the Hypergraph Interchange Format for exchanging higher-order network data.
A Python library for hypergraph analysis and visualization.
import ahorn_loader
import hypernetx as hnx
hif_path = "cooking.hif.json.gz"
ahorn_loader.download_dataset("cooking", hif_path, format="hif")
H = hnx.from_hif(filename=hif_path)
print(H)A Python package for higher-order network analysis with support for hypergraphs, simplicial complexes, and related structures.
import ahorn_loader
import xgi
hif_path = "cooking.hif.json.gz"
ahorn_loader.download_dataset("cooking", hif_path, format="hif")
H = xgi.read_hif(hif_path)
H.cleanup()A library for modeling and analyzing higher-order systems, including directed, temporal, and multiplex hypergraphs.
import ahorn_loader
from hypergraphx.readwrite import read_hif
hif_path = "cooking.hif.json.gz"
ahorn_loader.download_dataset("cooking", hif_path, format="hif")
H = read_hif(hif_path)
print(H)Related packages for simplicial complexes, topology, and adjacent higher-order analysis workflows.