Temporal Networks Python Packages

network-diffusion

Python package for simulating spreading phenomena in complex networks

torch-geometric-temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

spector-client

Memory backbone for AI agents. Four-tier store — working, episodic, semantic, procedural — with decay, consolidation, and association graphs. Fused semantic + SIMD-accelerated hybrid recall, in-process MCP, REST/gRPC, and language SDKs.

reticula

Python binding for Reticula: the general purpose library for analysing static, temporal and hypergraph networks.

tempest-rw

An efficient CUDA accelerated C++ framework for temporal random walk algorithm

temporal-negative-edge-sampler

High Performance Temporal Negative Edge Sampler

teneto

Temporal Network Tools

dynetworkx

Python package for importing and analyzing discrete- and continuous-time dynamic networks

straph

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

overtime

A Temporal Networks Library written in Python

online-node2vec

Node Embeddings in Dynamic Graphs

relationalstats

A practical Python toolkit for applied and statistical social network analysis, with research-grade documentation and transparent methodological boundaries.

twittertennis

Utility python package for RG17 and UO17 Twitter tennis data sets.