Network Analysis in Python

Download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.

StellarGraph - Machine Learning on Graphs

PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer

A curated list of community detection research papers with implementations.

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

AI Powered Knowledge Graph Generator

A high-level plotting API for pandas, dask, xarray, and networkx built on HoloViews

Python package for creating and visualizing interactive network graphs.

An introduction to network analysis and applied graph theory using Python and NetworkX

Louvain Community Detection

Build, process and analyze graphs in JavaScript (port of NetworkX)

Publication-quality network visualisations in python

Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)

Graph Data Science: an abstraction layer in Python for building knowledge graphs, integrated with popular graph libraries – atop Pandas, NetworkX, RAPIDS, RDFlib, pySHACL, PyVis, morph-kgc, pslpython, pyarrow, etc.

Multi-Modal Database replacing MongoDB, Neo4J, and Elastic with 1 faster ACID solution, with NetworkX and Pandas interfaces, and bindings for C 99, C++ 17, Python 3, Java, GoLang 🗄️

Visualization Package for NetworkX

Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis

Community Discovery Library

AgentPy is an open-source framework for the development and analysis of agent-based models in Python.

Representation learning for link prediction within social networks

Analyze Data with Pandas-based Networks. Documentation:

Fastest Gephi's ForceAtlas2 graph layout algorithm implemented for Python and NetworkX

Interactive visualization of networks based on Ulf Aslak's d3 web app.

Network Diffusion Library - (for NetworkX and iGraph)

GQLAlchemy is a library developed with the purpose of assisting in writing and running queries on Memgraph. GQLAlchemy supports high-level connection to Memgraph as well as modular query builder.

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

multiNetX is a python package for the manipulation and visualization of multilayer networks. It is build on NetworkX

Modeling complex networks: An implementation based on Python+NetworkX

The home of the Jupyter notebook graph visualization widget powered by yFiles for HTML