1.networkx / networkx
Network Analysis in Python
+565 stars
from 16,815 · score 6.34
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
19 repositories by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)
2.rapidsai / cugraph
cuGraph - RAPIDS Graph Analytics Library
+91 stars
from 2,161 · score 4.52
3.graphframes / graphframes
GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs
+43 stars
from 1,169 · score 3.78
4.ZigRazor / CXXGraph
Header-Only C++ Library for Graph Representation and Algorithms
+40 stars
from 698 · score 3.71
5.hmdsefi / gograph
Generic graph data structures and algorithms for Go (Golang): dependency graphs (DAGs) with cycle checks and topological sort, BFS and DFS traversal, Dijkstra and other shortest paths, connectivity and partitioning. No dependencies.
+30 stars
from 112 · score 3.43
6.igraph / python-igraph
Python interface for igraph
+27 stars
from 1,438 · score 3.33
7.jgrapht / jgrapht
Master repository for the JGraphT project
+23 stars
from 2,761 · score 3.18
8.neo4j-contrib / neo4j-apoc-procedures
Awesome Procedures On Cypher for Neo4j - codenamed "apoc" If you like it, please ★ above ⇧
+15 stars
from 1,857 · score 2.77
9.davecom / SwiftGraph
A Graph Library for Swift
+15 stars
from 800 · score 2.77
10.anvaka / VivaGraphJS
Graph drawing library for JavaScript
+14 stars
from 3,851 · score 2.71
11.anvaka / ngraph.graph
Graph data structure in JavaScript
+12 stars
from 571 · score 2.56
12.thomasp85 / tidygraph
A tidy API for graph manipulation
+11 stars
from 562 · score 2.48
13.meta-toolkit / meta
A Modern C++ Data Sciences Toolkit
+8 stars
from 712 · score 2.20
14.CHSZLab / CHSZLabLib
Python Frontend to Algorithms of the Algorithm Engineering Group Heidelberg
+6 stars
from 22 · score 1.95
15.clj-commons / loom
Graph library for Clojure
+4 stars
from 889 · score 1.61
16.benedekrozemberczki / littleballoffur
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
+4 stars
from 710 · score 1.61
17.earlygrey / simple-graphs
A simple graph library for java
+2 stars
from 51 · score 1.10
18.CertiGraph / CertiGraph
A library for verifying graph-manipulating programs. Powered by Coq and VST. Compatible with CompCert.
+2 stars
from 19 · score 1.10
19.szhorvat / IGraphM
IGraph/M is the igraph interface for Mathematica
+1 stars
from 100 · score 0.69