Projects in Awesome Lists tagged with spatio-temporal-data

https://github.com/benedekrozemberczki/pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

deep-learning gcn gnn graph-convolution graph-convolutional-networks graph-embedding graph-neural-networks network-embedding network-science node-embedding pytorch spatial-analysis spatial-data spatio-temporal-analysis spatio-temporal-data spatiotemporal temporal-data temporal-graphs temporal-networks

Last synced: 23 Apr 2025

https://github.com/ddz16/TSFpaper

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.

deep-learning deep-neural-networks paper-lists rnn spatial-temporal-forecasting spatio-temporal spatio-temporal-data spatio-temporal-prediction tcn time-series time-series-analysis time-series-forecasting time-series-models time-series-prediction transformer

Last synced: 01 May 2025

https://github.com/ddz16/tsfpaper

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.

deep-learning deep-neural-networks paper-lists rnn spatial-temporal-forecasting spatio-temporal spatio-temporal-data spatio-temporal-prediction tcn time-series time-series-analysis time-series-forecasting time-series-models time-series-prediction transformer

Last synced: 25 Mar 2025

https://github.com/lixus7/Time-Series-Works-Conferences

Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)

accident-detection anomaly-detection deep-learning demand-forecasting location multivariate-timeseries paper-list probabilistic-models spatio-temporal spatio-temporal-data spatio-temporal-modeling spatio-temporal-prediction time-series time-series-forecasting time-series-imputation time-series-prediction traffic-prediction travel-time-prediction

Last synced: 01 May 2025

https://github.com/hijiangtao/glmaps

Data visualization examples and tutorials from scratch. 数据可视化示例代码集与新手学习教程。

3d curve data-visualization deck-gl demo earth spatio-temporal-data spatiotemporal threejs visualization webgl

Last synced: 05 Apr 2025

https://github.com/torchspatiotemporal/tsl

tsl: a PyTorch library for processing spatiotemporal data.

deep-learning gnn graph-neural-networks pytorch spatio-temporal spatio-temporal-analysis spatio-temporal-data spatio-temporal-graph spatio-temporal-prediction spatiotemporal spatiotemporal-data spatiotemporal-data-analysis spatiotemporal-forecasting temporal-data temporal-graphs

Last synced: 15 May 2025

https://github.com/TorchSpatiotemporal/tsl

tsl: a PyTorch library for processing spatiotemporal data.

deep-learning gnn graph-neural-networks pytorch spatio-temporal spatio-temporal-analysis spatio-temporal-data spatio-temporal-graph spatio-temporal-prediction spatiotemporal spatiotemporal-data spatiotemporal-data-analysis spatiotemporal-forecasting temporal-data temporal-graphs

Last synced: 01 May 2025

https://github.com/LibCity/Bigscity-LibCity-Datasets

Traffic data processing tools in LibCity

dataset libcity spatio-temporal-data spatio-temporal-prediction traffic traffic-data traffic-prediction

Last synced: 23 Apr 2025

https://github.com/cloudsen12/easystac

A Python package for simple STAC queries

earth-observation gis planetary-computer python python3 radiant remote-sensing spatio-temporal spatio-temporal-data stac

Last synced: 08 May 2025

https://github.com/trajminer/trajminer

Trajectory Mining Library

classification clustering data-mining geographical-information-system gis spatio-temporal-data trajectory

Last synced: 23 Apr 2025

https://github.com/caesar0301/movr

Human mobility data (in form of <x,y,t>) analysis and visualization in R.

human-mobility movr spatio-temporal-data statistical-models visualization

Last synced: 14 Apr 2025

https://github.com/deshanadesai/geospat

Role of Temporal Diversity in Inferring Social Ties Based on Spatio-Temporal Data

dataset inferring-social-ties mobile-phones spatio-temporal-data study survey

Last synced: 06 Apr 2025

https://github.com/cran-task-views/spatiotemporal

CRAN Task View: Handling and Analyzing Spatio-Temporal Data

cran r rstats spatio-temporal-analysis spatio-temporal-data task-views

Last synced: 13 Apr 2025

https://github.com/davidbakereffendi/providentia

All the project code for my 2019 honours project. This is a web application that measures the query response times of 3 databases on queries and data analysis similar to those found in the real-world.

databases janusgraph nltk postgis spatio-temporal-data tigergraph yelp-challenge-dataset