Dynamic Graphs Python Packages

velographx

High-performance C++20 + Python engine for dynamic and incremental graph analytics on evolving graphs — BFS, SSSP, connected components, triangles, k-core and PageRank.

dyng

Dynamic graph and hypergraph algorithms on GPUs: keep shortest paths, cycle counts, triads and labels up to date under batch updates (C++17/CUDA, OpenMP; Python planned).

dynamic-graphs-with-pygame

This is a python library created using pygame that manages the creation of graphs that update dynamically displaying the changes of x and y over time.

groggy

groggy - A graph analytics engine for network data analysis, graph algorithms, and dynamic graphs. Rust core and Python API.

dynnode2vec

dynnode2vec is a python package that implements algorithms to embed dynamic graphs

straph

Straph is a Python package for the modelisation, analysis and visualisation of Stream Graphs (https://arxiv.org/abs/1710.04073).