iarai / NeurIPS2022-traffic4cast
Code accompanying our NeurIPS 2022 traffic4cast challenge
☆76Updated last year
Alternatives and similar repositories for NeurIPS2022-traffic4cast:
Users that are interested in NeurIPS2022-traffic4cast are comparing it to the libraries listed below
- ☆115Updated last year
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆110Updated last year
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆36Updated 2 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆52Updated 2 years ago
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆32Updated 3 years ago
- Code snippets of ST-ResNet by PyTorch☆61Updated 5 years ago
- Spatial-Temporal Graph ODE Neural Network☆104Updated 3 years ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆32Updated 4 years ago
- [IJCNN 2021] Unified Spatio-Temporal modeling for traffic forecasting using Graph Convolutional Network☆33Updated 5 months ago
- ☆49Updated 2 years ago
- ☆42Updated 3 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆64Updated 7 months ago
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆25Updated 3 years ago
- KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation☆33Updated last year
- PyTorch implementation of STGCN☆71Updated 5 years ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated last year
- Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 202…☆52Updated last year
- Organize some grid-based traffic flow datasets, mainly New York City bicycle and taxi data☆51Updated 3 years ago
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆22Updated last year
- ☆86Updated 2 years ago
- ☆24Updated 5 months ago
- Pytorch Implementation of Urban Flow Magnifier (UrbanFM), KDD-19☆71Updated 3 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆133Updated last month
- [CIKM 2022] Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Tra…☆43Updated 2 years ago
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆27Updated 4 months ago
- [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation☆21Updated last year
- Modifications to Graph Wavenet☆99Updated 5 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆115Updated 7 months ago
- Implementation of Graph Muti-Attention Network with PyTorch☆146Updated last year
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆35Updated 2 years ago