Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: spatio-temporal-graph

timothewt/SP100_Analysis_with_GNNs

S&P100 stocks analysis via Graph Neural Networks (Forecasting, Clustering, Trend classification, Stocks ranking for optimal stock picking)

Language: Jupyter Notebook - Size: 88.2 MB - Last synced: 17 days ago - Pushed: 18 days ago - Stars: 0 - Forks: 0

TorchSpatiotemporal/tsl

tsl: a PyTorch library for processing spatiotemporal data.

Language: Python - Size: 1.05 MB - Last synced: 18 days ago - Pushed: 19 days ago - Stars: 213 - Forks: 21

jeongwhanchoi/STG-NCDE

"Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022

Language: Python - Size: 30.4 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 112 - Forks: 22

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 Notebook - Size: 118 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 3 - Forks: 0

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: Python - Size: 4.6 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 2 - Forks: 0

abduallahmohamed/Skeleton-Graph

Code for: "Skeleton-Graph: Long-Term 3D Motion Prediction From 2D Observations Using Deep Spatio-Temporal Graph CNNs", ICCV2021 Workshops

Language: Python - Size: 36.9 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 17 - Forks: 6

vantage-vision-vv/VQS

Video Query System

Language: Python - Size: 528 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

Related Keywords
spatio-temporal-graph 7 graph-neural-networks 6 spatio-temporal 3 gnn 2 spatio-temporal-prediction 2 spatio-temporal-data 2 spatio-temporal-analysis 2 traffic-forecasting 2 stgnn 2 time-series 2 compression-algorithm 1 xai 1 trustworthy-ai 1 transparency 1 speed-prediction 1 post-hoc-explanation 1 pems-bay 1 outcomes-analytics 1 nlp 1 natural-language-processing 1 natural-language-generation 1 finance 1 traffic-compression 1 3d 1 3d-skeleton 1 gcnn 1 graph-convolutional-networks 1 motion-prediction 1 pedestrian 1 skeleton-graph 1 trajectory-forecasting 1 trajectory-prediction 1 action-localization 1 action-recognition 1 vision 1 forecasting 1 graph 1 graph-attention-networks 1 ranking 1 reinforcement-learning 1 sp100 1 stock-market 1 stock-picking 1 deep-learning 1 pytorch 1 spatiotemporal 1 spatiotemporal-data 1 spatiotemporal-data-analysis 1 spatiotemporal-forecasting 1 temporal-data 1 temporal-graphs 1 differential-equations 1 stg-ncde 1 congestion-analysis 1 explainable-ai 1 feature-importance 1 mcts-algorithm 1 metr-la 1 monte-carlo-tree-search 1