LibCity / Bigscity-LibCity-PaperList
Paper list in traffic prediction field
☆223Updated 9 months ago
Alternatives and similar repositories for Bigscity-LibCity-PaperList:
Users that are interested in Bigscity-LibCity-PaperList are comparing it to the libraries listed below
- Traffic data processing tools in LibCity☆205Updated last year
- LibCity Experiment Management and Visualization Web Tool☆66Updated last year
- Summary of open source code for deep learning models in the field of traffic prediction☆260Updated 2 years ago
- Chinese Docs of LibCity☆26Updated last year
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆230Updated last year
- Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution, TKDD 2023☆296Updated 3 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆122Updated 9 months ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆238Updated last year
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆288Updated last year
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆219Updated 4 years 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
- Official repository of paper "VecCity: A Taxonomy-guided Library for Map Entity Representation Learning".☆43Updated last week
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆216Updated 3 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆139Updated 4 months ago
- Docs of LibCity☆14Updated 4 months ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆176Updated 4 months ago
- A collection of research on spatio-temporal data mining☆150Updated 3 months ago
- LibCity: An Open Library for Urban Spatial-temporal Data Mining☆992Updated 4 months ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆90Updated 3 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆228Updated 5 years ago
- ☆77Updated last year
- Traffic Flow Prediction with Vehicle Trajectories☆69Updated 4 years ago
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆354Updated 4 years ago
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆25Updated 2 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆49Updated 2 years ago
- 交通流量预测项目在研，以下是本人学习过程中积累整理的资源，会持续更新☆223Updated 4 years ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆162Updated 2 years ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆143Updated 4 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆18Updated 2 years ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆134Updated last month