xinychen / varsLinks
Discovering dynamic patterns from spatiotemporal data with time-varying low-rank autoregression. (IEEE TKDE'24)
☆20Updated 5 months ago
Alternatives and similar repositories for vars
Users that are interested in vars are comparing it to the libraries listed below
Sorting:
- Temporal matrix factorization for sparse traffic time series forecasting.☆56Updated 3 weeks ago
- ☆9Updated last month
- ☆119Updated last year
- Transportation data online prediction☆50Updated 4 years ago
- Laplacian convolutional representation for traffic time series imputation. (IEEE TKDE'24)☆18Updated 6 months ago
- SATCN for Kriging☆15Updated 2 years ago
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆38Updated 2 years ago
- ☆42Updated 3 years ago
- [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation☆24Updated last year
- RiccardoSpolaor / Verbal-Explanations-of-Spatio-Temporal-Graph-Neural-Networks-for-Traffic-ForecastingAn eXplainable AI system to elucidate short-term speed forecasts in traffic networks obtained by Spatio-Temporal Graph Neural Networks.☆19Updated last year
- ☆10Updated 2 months ago
- Multistep Traffic Forecasting by Dynamic Graph Convolution: Interpretations of Real-Time Spatial Correlations☆16Updated 10 months ago
- Dynamic Origin-Destination Matrix Prediction with Line Graph Neural Networks and Kalman Filter☆15Updated 5 years ago
- KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation☆35Updated 2 years ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆33Updated 5 years ago
- Graph Markov Network for Traffic Forecasting with Missing Data☆29Updated 4 years ago
- ☆14Updated 3 years ago
- The repo for the ITSC 2022 paper "Forecasting Regional Multimodal Transportation Demand with Graph Neural Networks: An Open Dataset"☆22Updated 2 years ago
- Uncertainty Quantification for Deep Spatiotemporal Forecasting☆22Updated 9 months ago
- Physics Informed Deep Learning for Traffic State Estimation: Illustrations with LWR and CTM Models☆15Updated 2 years ago
- ☆14Updated 2 months ago
- Deep Learning for Spatio-Temporal Data☆67Updated 8 years ago
- ☆30Updated 5 years ago
- Automated Dilated Spatio-Temporal Synchronous Graph Modeling for Traffic Prediction☆20Updated 2 years ago
- The project for KDD24 paper 'Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks…☆22Updated 9 months ago
- ☆21Updated 10 months ago
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆25Updated 3 years ago
- Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting☆32Updated 4 years ago
- A diffusion-based framework for spatio-temporal point processes☆72Updated last year
- ☆39Updated 3 years ago