pygraphina 0.3.0

Python bindings for the Graphina library

PyGraphina

PyGraphina provides Python bindings for Graphina.

Installation

pip install pygraphina

Quickstart

import pygraphina as pg

# Create a graph
g = pg.PyGraph()

# add_node(attr) stores an integer attribute and returns the new node's id
a = g.add_node(10)
b = g.add_node(20)
c = g.add_node(30)

# add_edge(source, target, weight) connects two nodes by their ids
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.