README.md

PyGraphina

PyGraphina provides Python bindings for Graphina.

Important

PyGraphina is in early development, so breaking changes and bugs are expected. Please report bugs on GitHub issues.

Installation

pip install pygraphina

Quickstart

import pygraphina as pg

# Create a graph
g = pg.PyGraph()
a, b, c = [g.add_node(i) for i in range(3)]
g.add_edge(a, b, 1.0)
g.add_edge(b, c, 1.0)

# Calculate PageRank
pr = pg.centrality.pagerank(g, 0.85, 100, 1e-6)

# Find largest clique size
size = pg.approximation.large_clique_size(g)

# Find connected components
comps = pg.community.connected_components(g)

# Compute Jaccard coefficients
jc = pg.links.jaccard_coefficient(g)

print(f"PageRank: {pr}")
print(f"Clique size: {size}")
print(f"Connected components: {comps}")
print(f"Jaccard coefficients: {jc}")

Documentation

Visit PyGraphina's documentation page for detailed information including examples and API references.

License

PyGraphina is licensed under the MIT License.