Graph Algorithms

Description

Libraries that support in-memory graph data structures and standard algorithms on these representations as community detection, PageRank, and link prediction.

Projects

6

Lines Committed vs. Age Chart (click to view)

Lines Committed vs. Age Chart (click to view)

Projects

Project

Size Score

Trend Score

Byline

DGL

5.5

8.0

Python package built to ease deep learning on graph, on top of existing DL frameworks.

JGraphT

5.25

2.5

JGraphT is a free Java class library that provides mathematical graph-theory objects and algorithms. It runs on Java 2 Platform (requires JDK 11 or later starting with JGraphT 1.5.0).

kglab

4.75

5.0

A simple abstraction layer in Python for building knowledge graphs

NetworkX

6.75

5.25

Network Analysis in Python

PyGOD

2.0

6.75

A Python Library for Graph Outlier Detection (Anomaly Detection)

TensorFlow GNN

3.75

9.25

TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.