xiepeng21 / research_spatio-temporal-data-mining
A collection of research on spatio-temporal data mining
☆150Updated 3 months ago
Alternatives and similar repositories for research_spatio-temporal-data-mining:
Users that are interested in research_spatio-temporal-data-mining are comparing it to the libraries listed below
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆219Updated 3 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆126Updated 10 months ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆177Updated 4 months ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆244Updated last year
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆115Updated last year
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆219Updated 4 years ago
- Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution, TKDD 2023☆296Updated 3 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆90Updated 3 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆69Updated 9 months ago
- Organize some grid-based traffic flow datasets, mainly New York City bicycle and taxi data☆52Updated 3 years ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆230Updated last year
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆93Updated 2 years ago
- ☆49Updated 2 years ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆134Updated last month
- ☆77Updated last year
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆139Updated 4 months ago
- Code snippets of ST-ResNet by PyTorch☆65Updated 5 years ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆164Updated 2 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆202Updated last year
- Reconstruction of DeepST☆103Updated 5 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆55Updated 2 years ago
- Implementation of Graph Muti-Attention Network with PyTorch☆159Updated last year
- Spatial-Temporal Graph ODE Neural Network☆109Updated 3 years ago
- ☆73Updated 2 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆54Updated 2 years ago
- ☆41Updated 3 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆229Updated 5 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆50Updated 2 years ago
- Summary of Spatio-Temporal Representation Learning Models.☆72Updated 2 years ago