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temporal-graph-networks

Here are 7 public repositories matching this topic...

Knowledge-Precipitation-Tribe / Spatio-Temporal-papers

This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic papers, AI lab and dataset etc.

infrastructure paper datasets traffic-data spatio-temporal demand-forecasting graph-convolutional-networks traffic-prediction traffic-flow urban-computing demand-prediction ailab traffic-forecasting urban-computing-papers gnn-traffic spatio-temporal-networks flow-prediction temporal-graph-networks

Updated Jul 27, 2023
Jupyter Notebook

jhljx / CTGCN

CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9240056

edge-classification network-embedding link-prediction dynamic-graph-algorithm graph-embedding graph-convolutional-network node-classification graph-neural-networks graph-representation-learning dynamic-graphs graph-neural-network dynamic-graph-embedding dynamic-graph-processing temporal-graph-networks graph-embedding-approaches graph-centrality-prediction

Updated May 31, 2023
Python

EdisonLeeeee / SpikeNet

[AAAI 2023] Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks

spiking-neural-networks graph-neural-networks dynamic-graphs temporal-graph-networks

Updated Sep 27, 2023
Python

qianghuangwhu / benchtemp

BenchTemp: A General Benchmark for Evaluating Temporal Graph Neural Networks

benchmark-framework benchmark-datasets graph-neural-networks temporal-graph-networks dynamic-graph dynamic-node-classification dynamic-link-prediction

Updated Mar 7, 2024
Python

mnguyen0226 / a3tgcn_cps

Attention Temporal Graph Convolutional Networks architecture on water distribution systems using Tensorflow

deep-learning attention-mechanism water-distribution-networks tensorflow2 temporal-graph-networks batadal

Updated Feb 2, 2023
Python

reshalfahsi / web-traffic-prediction

Web Traffic Prediction via Temporal Graph Neural Network

temporal-data web-traffic-forecasting graph-neural-networks pytorch-lightning temporal-graph-networks pytorch-geometric-temporal

Updated Jan 11, 2024
Jupyter Notebook

omiridoue / raphtory-pyvis-streamlit

Using Streamlit to Host a Pyvis Visualisation of the Teenage Glasgow Friendships Temporal Graph Data Loaded within Raphtory

social-network-analysis temporal-graph-networks raphtory

Updated Aug 4, 2024
Jupyter Notebook

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