Network Analysis in Python

Open-source graph database, tuned for dynamic analytics environments. Easy to adopt, scale and own.

StellarGraph - Machine Learning on Graphs

cuGraph - RAPIDS Graph Analytics Library

Graph-aware TUI for the Beads issue tracker: PageRank, critical path, kanban, dependency DAG visualization, and robot-mode JSON API

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

🌌 A React toolkit for graph visualization based on G6.

G6VP is an online visual analysis tool for graphs and a low-code platform for building graph applications.

NetworKit is a growing open-source toolkit for large-scale network analysis.

Header-Only C++ Library for Graph Representation and Algorithms

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!

A graph-focused data visualisation and interactive analysis application.

Architectural intelligence layer for AI coding agents. Structural graph, architecture governance, multi-agent orchestration, vulnerability mapping. 139 commands, 101 MCP tools, 26 languages, 100% local.

GraphBLAS for Python

An open source, standard data file format for graph data storage and retrieval.

A python library to compute the graph Ricci curvature and Ricci flow on NetworkX graph.

Reference mobile app for BrightID

CompleX Group Interactions (XGI) is a Python package for higher-order networks.

depthmapX is a multi-platform Spatial Network Analysis Software

Python library for GraphBLAS: high-performance sparse linear algebra for scalable graph analytics

A custom Streamlit component for link analysis, built with Cytoscape.js and Streamlit.

A dynamic connectome mapping module in python.

Bipartite-network link prediction in Python

Graph algorithms written in GraphBLAS

Automatic feature extraction and node role assignment for transfer learning on graphs (ReFeX & RolX)

Open Semantic Visual Linked Data Graph Explorer: Open Source tool (web app) and user interace (UI) for discovery, exploration and visualization of direct and indirect connections between named entities like persons, organizations, locations & concepts from thesarus or ontologies within your documents and knowledgegraph

Profiling and Deanonymizing Ethereum Users

NinjaDiff is a binary diffing plugin for Binary Ninja. Read more on our blog, and contribute code & improvements!

:sparkler: Network/Graph Analysis with NetworkX in Python. Topics range from network types, statistics, link prediction measures, and community detection.

🔬🖥 Automated Blood Vasculature Analysis of 3D Light-Sheet Image Volumes