Taxi Origin-Destination Demand Prediction
☆56Jul 4, 2020Updated 5 years ago
Alternatives and similar repositories for CSTN
Users that are interested in CSTN are comparing it to the libraries listed below
Sorting:
- The code of Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction☆14Apr 29, 2022Updated 3 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆29Jul 24, 2023Updated 2 years ago
- Dynamic Origin-Destination Matrix Prediction with Line Graph Neural Networks and Kalman Filter☆17Feb 26, 2020Updated 6 years ago
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Jun 27, 2022Updated 3 years ago
- [ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)☆22May 18, 2021Updated 4 years ago
- A deep learning approach for combining time-series and textual data for taxi demand prediction in event areas☆31Aug 17, 2018Updated 7 years ago
- Attentive Traffic Flow Machines☆60Oct 16, 2020Updated 5 years ago
- Code for the paper "Predicting origin-destination ride-sourcing demand with a spatio-temporal encoder-decoder residual multi-graph convol…☆15Nov 26, 2020Updated 5 years ago
- ☆14Apr 23, 2020Updated 5 years ago
- ☆13Aug 29, 2017Updated 8 years ago
- HetETA: Heterogeneous Information Network Embedding for Estimating Time of Arrival☆115Jun 29, 2020Updated 5 years ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆34Feb 16, 2020Updated 6 years ago
- Official implementation of "Graph Meta-Reinforcement Learning for TransferableAutonomous Mobility-on-Demand"☆16Mar 3, 2022Updated 3 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆37Jul 30, 2020Updated 5 years ago
- open traffic datasets☆32Dec 28, 2018Updated 7 years ago
- Predictive model in Python to predict car destination based in time and starting position☆18Jul 20, 2017Updated 8 years ago
- Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting☆32Jul 27, 2020Updated 5 years ago
- Implementation of "Multi-task Representation Learning for Travel Time Estimation"☆45Nov 14, 2018Updated 7 years ago
- This is for AAAI2020 submission #9808☆20Nov 11, 2024Updated last year
- ☆74Nov 19, 2022Updated 3 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆14May 18, 2019Updated 6 years ago
- DeepGTT: Learning Travel Time Distributions with Deep Generative Model☆36Mar 25, 2019Updated 6 years ago
- ☆19Jun 29, 2020Updated 5 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆60Dec 5, 2022Updated 3 years ago
- Spatiotemporal OD prediction based on traffic zones☆12May 26, 2025Updated 9 months ago
- A multi-community spatio-temporal graph convolutional network (MC_STGCN) for passenger demand forecasting at multi-region level☆10Sep 28, 2020Updated 5 years ago
- Module to parse lines from OCR’d New York City directories into separate fields, such as names, occupations, and addresses.☆10Dec 15, 2017Updated 8 years ago
- Crawl traffic data from PEMS☆10Jul 19, 2021Updated 4 years ago
- Paris multilayer transport network☆11Sep 13, 2021Updated 4 years ago
- Dynamic Switch-Attention Network☆20Aug 25, 2021Updated 4 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆100Jul 18, 2022Updated 3 years ago
- PeMS crawler☆15Jan 2, 2019Updated 7 years ago
- Liu, Zichuan, et al. "Multi-View Spatial-Temporal Model for Travel Time Estimation." Proceedings of the 29th International Conference on …☆12Nov 24, 2021Updated 4 years ago
- Connectivity-contrastive learning (CCL)☆11Feb 16, 2023Updated 3 years ago
- Multi-Agent Reinforcement Learning☆11Jun 16, 2020Updated 5 years ago
- ☆21May 9, 2018Updated 7 years ago
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆425Jun 28, 2019Updated 6 years ago
- ☆16Jan 26, 2023Updated 3 years ago
- Spatio-temporal modeling 论文列表（主要是graph convolution相关)☆24Nov 7, 2019Updated 6 years ago