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

The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2022)

Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)

Archive of Temporal Knowledge Reasoning in Social Network and Knowledge Graph

pathpy is an OpenSource python package for the modeling and analysis of pathways and temporal networks using higher-order and multi-order graphical models

TKAN: Temporal Kolmogorov-Arnold Networks

Temporal Network Tools

Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"

Representing and mining dynamical social networks in Neo4j

Node Embeddings in Dynamic Graphs

Temporal Kolmogorov-Arnold Transformer

[WSDM 2022] EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs

Convert Shapefile to the Network and find number of shortest paths

Temporal Walk Based Centrality Metric for Graph Streams

Temporal networks in Python. Provides fast tools to analyze temporal contact networks and simulate dynamic processes on them using Gillespie's SSA.

A Temporal Networks Library written in Python

Compact time- and attribute-aware node representations

Python package to simulate a vast range of transmission processes on various structures

Python package for simulating spreading phenomena in complex networks

Source code for KAIS (2023) paper "Temporal Hypergraph Motifs" and ICDM 2021 paper "THyMe+: Temporal Hypergraph Motifs and Fast Algorithms for Exact Counting."