spatio-temporal-graph

There are 8 repositories under spatio-temporal-graph topic.

TorchSpatiotemporal/tsl
tsl: a PyTorch library for processing spatiotemporal data.
Language:Python349 9 4333
jeongwhanchoi/STG-NCDE
"Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022
Language:Python160 2 726
Shuijing725/CrowdNav_HEIGHT
[arXiv 2024] "HEIGHT: Heterogeneous Interaction Graph Transformer for Robot Navigation in Crowded and Constrained Environments"
Language:Python60 1 42
timothewt/SP100AnalysisWithGNNs
S&P100 stocks analysis via Graph Neural Networks (Forecasting, Clustering, Trend classification, Stocks ranking for optimal stock picking)
Language:Jupyter Notebook42 1 05
abduallahmohamed/Skeleton-Graph
Code for: "Skeleton-Graph: Long-Term 3D Motion Prediction From 2D Observations Using Deep Spatio-Temporal Graph CNNs", ICCV2021 Workshops
Language:Python37 1 118
RiccardoSpolaor/Verbal-Explanations-of-Spatio-Temporal-Graph-Neural-Networks-for-Traffic-Forecasting
An eXplainable AI system to elucidate short-term speed forecasts in traffic networks obtained by Spatio-Temporal Graph Neural Networks.
Language:Jupyter Notebook20 2 02
BNN-UPC/Atom_Neural_Traffic_Compression
This repository contains de code and instructions to train the models and prepare the datasets for the experiments in the paper "Atom: Neural Traffic Compression with Spatio-Temporal Graph Neural Networks" accepted at the 2nd ACM CONEXT GNNet 2023 Workshop.
Language:Python6 4 00
vantage-vision-vv/VQS
Video Query System
Language:Python0 0 10