iarai / NeurIPS2022-traffic4castLinks
Code accompanying our NeurIPS 2022 traffic4cast challenge
☆82Updated 2 years ago
Alternatives and similar repositories for NeurIPS2022-traffic4cast
Users that are interested in NeurIPS2022-traffic4cast are comparing it to the libraries listed below
Sorting:
- ☆125Updated 2 years ago
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆40Updated 3 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆132Updated last year
- Summary of Spatio-Temporal Representation Learning Models.☆77Updated 2 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆57Updated 3 years ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆31Updated 2 years ago
- A collection of research on spatio-temporal data mining☆157Updated 9 months ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆145Updated 10 months ago
- KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation☆37Updated 2 years ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆34Updated 5 years ago
- ☆42Updated 3 years ago
- Spatial-Temporal Graph ODE Neural Network☆120Updated 3 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Updated last year
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Updated 2 years ago
- Modifications to Graph Wavenet☆108Updated 5 years ago
- [AAAI'22] Event-Aware Multimodal Mobility Nowcasting☆14Updated 3 years ago
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆32Updated last year
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆26Updated 3 years ago
- Traffic accident prediction using graph neural networks "TAP: A Comprehensive Data Repository for Traffic Accident Prediction in Road Net…☆55Updated last year
- This repository provides an open source implementation of the Spatio-Temporal GAT introduced by Zhang et al in "Spatial-Temporal Graph At…☆104Updated 2 years ago
- Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 202…☆61Updated 2 years ago
- [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation☆25Updated last year
- PyTorch implementation of STGCN☆77Updated 5 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆136Updated last year
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆74Updated 3 months ago
- Pytorch Implementation of Urban Flow Magnifier (UrbanFM), KDD-19☆74Updated 4 years ago
- tsl: a PyTorch library for processing spatiotemporal data.☆361Updated last month
- SATCN for Kriging☆16Updated 3 years ago
- "Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022☆162Updated last year
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆89Updated last year