LibCity / Bigscity-LibCity
LibCity: An Open Library for Urban Spatial-temporal Data Mining
☆928Updated last week
Related projects ⓘ
Alternatives and complementary repositories for Bigscity-LibCity
- Paper list in traffic prediction field☆219Updated 4 months ago
- Traffic data processing tools in LibCity☆191Updated last year
- Summary of open source code for deep learning models in the field of traffic prediction☆249Updated 2 years ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,070Updated 3 months ago
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆279Updated last year
- ☆275Updated 3 years ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆222Updated last year
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆595Updated 3 years ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆242Updated last year
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆456Updated 4 months ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆209Updated last year
- Chinese Docs of LibCity☆24Updated 11 months ago
- A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.☆692Updated this week
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,454Updated 4 months ago
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆327Updated 4 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆352Updated 4 years ago
- The PyTorch implementation of STGCN.☆502Updated 2 months ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆419Updated 2 years ago
- Adaptive Graph Convolutional Recurrent Network☆359Updated 8 months ago
- graph wavenet☆628Updated 2 years ago
- A collection of research on spatio-temporal data mining☆144Updated 2 months ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆130Updated last year
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆213Updated 5 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆187Updated 3 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆108Updated 4 months ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆209Updated 3 years ago
- An Open Source Spatio-Temporal Prediction Package☆190Updated last month
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆393Updated 5 years ago
- Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.☆341Updated 11 months ago
- ☆808Updated last year