Temporal Graphs Python Packages

torch-geometric-temporal

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

tgms

Agent-native bi-temporal graph store: verified temporal operators as LLM tools + trace-grounded answer verification

torch-spatiotemporal

tsl: a PyTorch library for processing spatiotemporal data.

kektordb-client

AI memory system combining vector search with temporal knowledge graph. Built-in cognitive engine for agents. Supports memory decay, contradiction detection, and MCP integration.

jax-pcmci

High-performance causal discovery using PCMCI algorithms with JAX acceleration

stream-graph

A prototype implementation of stream_graphs:

py-tgx

Temporal Graph Analysis with TGX

stgraph

🌟 Compiler for vertex-centric programming of GNNs/TGNNs

overtime

A Temporal Networks Library written in Python