temporal-graph-networks

There are 2 repositories under temporal-graph-networks 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.
urban-computing infrastructure ailab datasets traffic-forecasting traffic-data urban-computing-papers gnn-traffic traffic-prediction traffic-flow demand-forecasting spatio-temporal spatio-temporal-networks flow-prediction demand-prediction graph-convolutional-networks paper temporal-graph-networks
Language:Jupyter Notebook 242
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
dynamic-graphs graph-convolutional-network graph-representation-learning network-embedding graph-neural-networks graph-embedding dynamic-graph-algorithm dynamic-graph-processing graph-embedding-approaches link-prediction edge-classification graph-centrality-prediction node-classification dynamic-graph-embedding graph-neural-network temporal-graph-networks
Language:Python 96
EdisonLeeeee / SpikeNet
[AAAI 2023] Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks
dynamic-graphs graph-neural-networks spiking-neural-networks temporal-graph-networks
Language:Python 65
qianghuangwhu / benchtemp
BenchTemp: A General Benchmark for Evaluating Temporal Graph Neural Networks
benchmark-datasets benchmark-framework dynamic-graph dynamic-link-prediction dynamic-node-classification graph-neural-networks temporal-graph-networks
Language:Python 19
mnguyen0226 / a3tgcn_cps
Attention Temporal Graph Convolutional Networks architecture on water distribution systems using Tensorflow
attention-mechanism batadal deep-learning temporal-graph-networks tensorflow2 water-distribution-networks
Language:Python 7
reshalfahsi / web-traffic-prediction
Web Traffic Prediction via Temporal Graph Neural Network
graph-neural-networks temporal-graph-networks web-traffic-forecasting temporal-data pytorch-geometric-temporal pytorch-lightning
Language:Jupyter Notebook 3
omiridoue / raphtory-pyvis-streamlit
Using Streamlit to Host a Pyvis Visualisation of the Teenage Glasgow Friendships Temporal Graph Data Loaded within Raphtory
raphtory social-network-analysis temporal-graph-networks
Language:Jupyter Notebook 1