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.
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