STTDAnonymous / STTD
Uncertainty Quantification via Spatial-Temporal Tweedie Model for Zero-inflated and Long-tail Travel Demand Prediction
☆16Updated last year
Alternatives and similar repositories for STTD
Users that are interested in STTD are comparing it to the libraries listed below
Sorting:
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆65Updated last year
- ☆44Updated 2 years ago
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆25Updated 3 years ago
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Updated 2 years ago
- ☆25Updated 4 years ago
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆78Updated 11 months ago
- ☆47Updated 2 years ago
- The code of Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction☆14Updated 3 years ago
- ☆13Updated 5 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆51Updated 8 months 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
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆115Updated last year
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆42Updated 2 years ago
- [AAAI'22] Event-Aware Multimodal Mobility Nowcasting☆14Updated 2 years ago
- [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation☆24Updated last year
- PyTorch implementation of CaST, NeurIPS-23.☆33Updated 5 months ago
- [TKDE 2024] Official Code of the paper "Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series For…☆27Updated 10 months ago
- Spatial-Temporal Graph ODE Neural Network☆110Updated 3 years ago
- The official implementation of ChatTraffic.☆41Updated 4 months ago
- Open-source code of TransGTR.☆11Updated last year
- ☆15Updated last year
- Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"☆19Updated last year
- ☆44Updated 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
- This is an implementation of a traffic speed predicition model.☆10Updated 2 years ago
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆33Updated 3 years ago
- Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…☆17Updated 7 months ago
- [CIKM 2022] Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Tra…☆46Updated 2 years ago
- Traffic accident prediction using graph neural networks☆48Updated 6 months ago
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Updated 2 years ago