Tensorflow Implementation of GeoMAN, IJCAI-18
-
Updated
Apr 30, 2019 - Python
Tensorflow Implementation of GeoMAN, IJCAI-18
Sample code for video-like crowd prediction
Using recurrent Spatio-Temporal Graph Convolutional Neural Networks to improve ETA predictions of cargo railway transportation.
Deep Spatio-Temporal Residual Networks for Mobile Location Data Prediction (instead of original Crowd Flow Prediction) - Modified ST-ResNet
A TensorFlow Implementation of Deep Spatio-Temporal Residual Networks (ST-ResNet): https://arxiv.org/abs/1610.00081
Reproduce - Traffic_prediction - StemGNN(NeurIPS20)
Implementation of the paper - Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction
Solution for our Neurips 2019 challenge on traffic movie forecasting
[KDD CUP 2022] 11th place solution of Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022
A PyTorch implementation of T-GCN
A Multi-graph Multi-head Adaptive Temporal Graph Convolutional Network
Traffic data processing tools in LibCity
ST-MAN: Spatio-Temporal Multimodal Attention Network for Traffic Prediction (KSEM 2023)
[AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.
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.
PurpleAirSF: datasets for realistic air quality forecasting
M-LibCity:基于Mindspore的城市时空预测模型开源算法库
M-LibCity: An Open Source Library for Urban Spatio-temporal Prediction Models Based on MindSpore
[NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"
[Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting
Add a description, image, and links to the spatio-temporal-prediction topic page so that developers can more easily learn about it.
To associate your repository with the spatio-temporal-prediction topic, visit your repo's landing page and select "manage topics."