mcgill-smart-transport / bgcp_imputation
Bayesian Tensor Decomposition Approach for Incomplete Traffic Data Imputation
☆29Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for bgcp_imputation
- Transportation data online prediction☆47Updated 3 years ago
- Temporal Regularized Matrix Factorization☆36Updated 6 years ago
- Probabilistic Tucker decomposition for high dimensional transport data☆13Updated 7 years ago
- MATLAB code for 「Missing traffic data imputation and pattern discovery with a Bayesian augmented tensor factorization model」.☆13Updated 4 years ago
- Spatio-temporal modeling 论文列表（主要是graph convolution相关)☆23Updated 5 years ago
- ☆40Updated 2 years ago
- Implementation of "Multi-task Representation Learning for Travel Time Estimation"☆45Updated 6 years ago
- Graph Markov Network for Traffic Forecasting with Missing Data☆27Updated 4 years ago
- DMVST-Net for AAAI 2018☆106Updated 3 years ago
- MetaST for WWW 2019☆51Updated 4 years ago
- Graph Imputation Neural Network☆77Updated 4 years ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆25Updated last year
- Tensor decomposition for machine learning (w/ Python implementation)☆208Updated 2 weeks ago
- ☆37Updated 3 years ago
- An end-to-end deep learning model for spatial-temporal prediction☆33Updated 2 years ago
- Taxi Origin-Destination Demand Prediction☆54Updated 4 years ago
- AAAIA2020-Accident Forecasting Experiments Setups☆40Updated 4 years ago
- ☆85Updated 2 years ago
- [ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)☆17Updated 3 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆130Updated last year
- ☆110Updated last year
- ☆43Updated 5 years ago
- Neural Recommender System from "Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks"☆17Updated 5 years ago
- Spatio-Temporal Graph Convolutional Networks☆109Updated 5 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆66Updated 4 years ago
- ☆16Updated 2 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆88Updated 2 years ago
- Attentive Traffic Flow Machines☆57Updated 4 years ago
- ☆22Updated 6 years ago
- Multistep Traffic Forecasting by Dynamic Graph Convolution: Interpretations of Real-Time Spatial Correlations☆16Updated 4 months ago