tsl: a PyTorch library for processing spatiotemporal data.

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

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-specified period of time

[KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"

Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''

Laplacian-enhanced tensor learning for large-scale spatiotemporal traffic data kriging (estimation)

Conditional Latent Autoregressive Recurrent Model for spatiotemporal learning

Bayesian spatial regression with Meshed Gaussian Process

"Evaluation procedures for forecasting with spatio-temporal data" -- Mathematics (MDPI) 2021

🖼️ SpatioTemporal Visual Storyteller (STVS) 🖼️

Official repository for the paper "Back to the Future: GNN-based NO2 Forecasting via Future Covariates" , IGARSS 2024