yoshall / UrbanFMLinks
Pytorch Implementation of Urban Flow Magnifier (UrbanFM), KDD-19
☆76Updated 4 years ago
Alternatives and similar repositories for UrbanFM
Users that are interested in UrbanFM are comparing it to the libraries listed below
Sorting:
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆57Updated 3 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Updated 5 years ago
- Reconstruction of DeepST☆109Updated 5 years ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆250Updated 2 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆213Updated 2 years ago
- A TensorFlow Implementation of Deep Spatio-Temporal Residual Networks (ST-ResNet): https://arxiv.org/abs/1610.00081☆110Updated 4 years ago
- ☆95Updated 3 years ago
- Attentive Traffic Flow Machines☆59Updated 5 years ago
- Deep Learning for Spatio-Temporal Data☆66Updated 8 years ago
- Source Codes for KDD'19 Paper - DeepUrbanEvent: A System for Predicting Citywide Crowd Dynamics at Big Events☆16Updated 4 years ago
- A collection of research on spatio-temporal data mining☆157Updated 10 months ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆146Updated 11 months ago
- ☆125Updated 2 years ago
- ☆12Updated 6 years ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆71Updated 4 years ago
- Taxi Origin-Destination Demand Prediction☆56Updated 5 years ago
- MetaST for WWW 2019☆52Updated 5 years ago
- DMVST-Net for AAAI 2018☆109Updated 4 years ago
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Updated 3 years ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆24Updated 2 years ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆317Updated 4 years ago
- Spatio-temporal modeling 论文列表(主要是graph convolution相关)☆24Updated 6 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆136Updated last year
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆47Updated 4 years ago
- Organize some grid-based traffic flow datasets, mainly New York City bicycle and taxi data☆56Updated 4 years ago
- Code snippets of ST-ResNet by PyTorch☆70Updated 6 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆14Updated 6 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆29Updated 2 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆224Updated 4 years ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆34Updated 5 years ago