Pinned Repositories
OpenSTL
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning
MCSTL
CorrSTN
A correlation information-based spatiotemporal network for traffic flow forecasting
TinT
[Information Fusion] "Integrating the Urban Science with Deep Learning for City-wide Network Congestion Prediction" by Wenqing Zheng, Hao (Frank) Yang, Jiarui Cai, Peihao Wang, Xuan Jiang, Simon Du, Yinhai Wang, and Zhangyang Wang
SFMGTL
SFMGTL for corss-city knowledge transfer
BasicTS
A Standard and Fair Time Series Forecasting Benchmark and Toolkit.
LDS-GNN
Learning Discrete Structures for Graph Neural Networks (TensorFlow implementation)
Spatio-Temporal-Data-Mining-Survey
Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
STResNet-PyTorch
A Pytorch Implementation of STResNet, AAAI 2017
TPB
Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"
ZhangYuan1998's Repositories
ZhangYuan1998/LDS-GNN
Learning Discrete Structures for Graph Neural Networks (TensorFlow implementation)
ZhangYuan1998/Spatio-Temporal-Data-Mining-Survey
Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
ZhangYuan1998/STResNet-PyTorch
A Pytorch Implementation of STResNet, AAAI 2017