Open-source alternatives to Pygraphistry

Community Discovery Library

algorithms for community detection from n-partite networks

Python package for graph statistics

NetworkX is a Python library designed for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks. It provides a comprehensive framework for modeling relationships between entities as graphs, directed graphs, or multigraphs, allowing users to attach arbitrary metadata and properties to nodes and edges. The library distinguishes itself through a modular architecture that decouples graph analysis logic from data storage, utilizing nested dictionaries and adjacency lists to manage topology. It features a pluggable backend system that delegates computat

Interactive network visualization in Python and Dash, powered by Cytoscape.js

🤖 A Python library for learning and evaluating knowledge graph embeddings

A high performance Python graph library implemented in Rust.

Easy link prediction tool

parag🎆Interactive visualization of higher-order graphs in Python (demo: https://rraadd88.github.io/parag)

Benchmark datasets, data loaders, and evaluators for graph machine learning

SnapVX

tnetwork is a simple library to manipulate temporal networks and dynamic communities