spatiotemporal-data-analysis topic

Given a shapefile with time-annotated vector objects (e.g., building footprints + construction year), this script will automatically create an animated GIF illustrating the dynamics for a user-specifi...

johannesuhl

Attention Feature Fusion base on spatial-temporal Graph Convolutional Network（AFFGCN）

yanganYNU

tsl: a PyTorch library for processing spatiotemporal data.

TorchSpatiotemporal

Estimation, analysis and decomposition of brainwave spatiotemporal dynamics

brain-modelling-group

Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevier)

AIRGOLAB-CEFET-RJ

Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 2022)

Graph-Machine-Learning-Group

PAMI is a Python library containing 100+ algorithms to discover useful patterns in various databases across multiple computing platforms. (Active)

UdayLab

Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)

Graph-Machine-Learning-Group

[KDD 2022] Official implementation of "SoccerCPD: Formation and Role Change-Point Detection in Soccer Matches Using Spatiotemporal Tracking Data".

pientist

[KDD 2023] Official implementation of "Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical Bi-LSTM".

pientist