Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting
☆33Jul 27, 2020Updated 5 years ago
Alternatives and similar repositories for STG2Seq
Users that are interested in STG2Seq are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Attentive Traffic Flow Machines☆60Oct 16, 2020Updated 5 years ago
- 包括部分数据预处理以及基于Tensorflow的DMVST_Net模型的实现☆14Jun 1, 2019Updated 6 years ago
- [Science Advances] Data-driven Global Ocean Modeling for Seasonal to Decadal Prediction☆22Sep 9, 2025Updated 7 months ago
- Adaptive Graph Convolutional Recurrent Network☆429Feb 23, 2024Updated 2 years ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆70Mar 12, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Spatial-Temporal Self-Attention Network☆25Aug 25, 2021Updated 4 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆48Dec 13, 2020Updated 5 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆65Apr 10, 2020Updated 6 years ago
- Taxi Origin-Destination Demand Prediction☆54Jul 4, 2020Updated 5 years ago
- Code for our Spatiotemporal Dynamic Network☆290Apr 28, 2019Updated 6 years ago
- add codes☆21Aug 22, 2021Updated 4 years ago
- Multi-sensor traffic flow forecasting.☆14Jul 23, 2022Updated 3 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆59Aug 21, 2022Updated 3 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
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Attentive Periodic Temporal Network☆13Dec 9, 2019Updated 6 years ago
- open traffic datasets☆32Dec 28, 2018Updated 7 years ago
- DMVST-Net for AAAI 2018☆109Mar 18, 2021Updated 5 years ago
- Spatio-Temporal Graph Convolutional Networks☆111Apr 19, 2019Updated 6 years ago
- ☆26Sep 21, 2023Updated 2 years ago
- Experiment with Neural ODE on Pytorch☆14Aug 9, 2019Updated 6 years ago
- This is code for 3D Dynamic Graph Convolutional Networks for Crowd Flow Prediction☆19Jul 16, 2019Updated 6 years ago
- TREND: TempoRal Event and Node Dynamics for Graph Representation Learning. WWW-2022.☆37May 8, 2024Updated last year
- Code For Next Point-of-Interest Recommendation with Temporal and Multi-level Context Attention☆40Jul 28, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆329May 24, 2021Updated 4 years ago
- Crawl traffic data from PEMS☆10Jul 19, 2021Updated 4 years ago
- 学业预警系统☆11Jun 30, 2022Updated 3 years ago
- a easy pytorch implement of GeoMAN☆70Mar 29, 2023Updated 3 years ago
- ☆22Oct 11, 2018Updated 7 years ago
- An implementation of AutoScale regression-based method☆12Oct 27, 2020Updated 5 years ago
- Machine learning for transportation data imputation and prediction.☆40Oct 31, 2019Updated 6 years ago
- [CIKM 2023] This is the official source code of "TrendGCN: Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal E…☆50Aug 11, 2023Updated 2 years ago
- ☆17Apr 7, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [IJCNN 2021] Unified Spatio-Temporal modeling for traffic forecasting using Graph Convolutional Network☆36Sep 15, 2024Updated last year
- Multi-step Citywide Crowd Flow Prediction☆11Dec 8, 2022Updated 3 years ago
- Discrete Graph Structure Learning for Forecasting Multiple Time Series, ICLR 2021.☆180Nov 30, 2021Updated 4 years ago
- [WWW 2018] DeepMove: Predicting Human Mobility with Attentional Recurrent Network☆153Jan 23, 2025Updated last year
- In this repository i have implemented various Deep Learning multivariate and multiheaded time series forecasting models . Apart from that…☆22Sep 17, 2020Updated 5 years ago
- Curated List of papers on Time Series Analysis☆17Sep 22, 2020Updated 5 years ago
- Relevant research papers focusing on human mobility modeling and next place prediction☆28Jun 11, 2019Updated 6 years ago