mcgill-smart-transport / probabilistic_tucker_transportLinks
Probabilistic Tucker decomposition for high dimensional transport data
☆13Updated 7 years ago
Alternatives and similar repositories for probabilistic_tucker_transport
Users that are interested in probabilistic_tucker_transport are comparing it to the libraries listed below
Sorting:
- Bayesian Tensor Decomposition Approach for Incomplete Traffic Data Imputation☆32Updated 5 years ago
- Implementation of "Multi-task Representation Learning for Travel Time Estimation"☆45Updated 6 years ago
- Spatio-temporal modeling 论文列表(主要是graph convolution相关)☆24Updated 5 years ago
- MATLAB code for 「Missing traffic data imputation and pattern discovery with a Bayesian augmented tensor factorization model」.☆13Updated 4 years ago
- Transportation data online prediction☆50Updated 4 years ago
- The collection of tensor decomposition, completion and recovery papers and codes.☆49Updated 5 years ago
- Time-varying Autoregression with Low Rank Tensors☆15Updated 3 years ago
- Discovering dynamic patterns from spatiotemporal data with time-varying low-rank autoregression. (IEEE TKDE'24)☆23Updated 6 months ago
- MetaST for WWW 2019☆52Updated 4 years ago
- Laplacian convolutional representation for traffic time series imputation. (IEEE TKDE'24)☆19Updated 7 months ago
- Source Codes for KDD'19 Paper - DeepUrbanEvent: A System for Predicting Citywide Crowd Dynamics at Big Events☆16Updated 4 years ago
- Multistep Traffic Forecasting by Dynamic Graph Convolution: Interpretations of Real-Time Spatial Correlations☆16Updated 11 months ago
- Graph Markov Network for Traffic Forecasting with Missing Data☆30Updated 4 years ago
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Updated 3 years ago
- ☆25Updated 4 years ago
- ☆42Updated 3 years ago
- Neural Recommender System from "Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks"☆17Updated 6 years ago
- Deep Learning for Spatio-Temporal Data☆67Updated 8 years ago
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆37Updated 2 years ago
- ☆18Updated 4 years ago
- Bayesian Graph Neural Networks☆12Updated 3 years ago
- ☆39Updated 3 years ago
- Repository for paper 'Truncated tensor Schatten p-norm based approach for spatiotemporal traffic data imputation with complicated missing…☆16Updated 2 years ago
- Uncertainty Quantification for Deep Spatiotemporal Forecasting☆23Updated 9 months ago
- ☆14Updated 3 years ago
- DeepGTT: Learning Travel Time Distributions with Deep Generative Model☆36Updated 6 years ago
- ☆120Updated 2 years ago
- The codes and data of paper "cST-ML: Continuous Spatial-Temporal Meta-Learning for Traffic Dynamics Prediction"☆10Updated 4 years ago
- A dataset for understanding urban transportation. This is an urban traffic speed dataset, which consists of 214 anonymous road segments w…☆31Updated 7 years ago
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆60Updated 5 years ago