There are 11 repositories under temporal-networks topic.
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
Representing and mining dynamical social networks in Neo4j
Temporal networks in Python. Provides fast tools to analyze temporal contact networks and simulate dynamic processes on them using Gillespie's SSA.
Node Embeddings in Dynamic Graphs
Temporal Dependency Graph
[WSDM 2022] EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs
PyTorch Implementation for "Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space (KDD2021)"
Awesome Temporal Graph Learning is a collection of SOTA, novel temporal graph learning methods (papers, codes, and datasets).
Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"
Code and data for the KDD 2023 paper "Predicting Information Pathways Across Online Communities."
Convert Shapefile to the Network and find number of shortest paths
PAFit source
The general purpose library for analysing static, temporal and hypergraph networks.
Python binding for Reticula: the general purpose library for analysing static, temporal and hypergraph networks.
Temporal Walk Based Centrality Metric for Graph Streams
Representation and learning framework for dynamic graphs using Graph Neural Networks.
Python package to simulate a vast range of transmission processes on various structures
DEBS 2021: Graph Stream Analytics tutorial
Source code for KAIS (2023) paper "Temporal Hypergraph Motifs" and ICDM 2021 paper "THyMe+: Temporal Hypergraph Motifs and Fast Algorithms for Exact Counting."
A Soccer Ball Detector using Fully Convolutional Neural Networks and ConvLSTM
Ego Graph Analysis on Social Media.
DataCurator enables you to map and understand complex systems before helping you plan, communicate and navigate successful interventions in them.
Matching procedure for tracing communities in temporal data
EpiSimulator: A Data-Driven Stochastic Hybrid Model for COVID-19 in Italy.
Python package for importing and analyzing discrete- and continuous-time dynamic networks
A collection of complex networks assignments
STHN: Simplifying Temporal Heterogeneous Network for Continuous-Time Link Prediction [CIKM 2023]
Structural Temporal Modeling to characterize temporal networks