Projects in Awesome Lists tagged with spatio-temporal-data
A curated list of 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: 27 Jan 2026
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/ni1o1/transbigdata
A Python package develop for transportation spatio-temporal big data processing, analysis and visualization.
bike-sharing-data bus-gps-data data-analysis data-pre-processing data-quality-analysis data-visualization geospatial-data python spatio-temporal-data taxi-gps-data transportation
Last synced: 20 Feb 2026
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: 21 Oct 2025
https://github.com/dbis-ilm/stark
A framework for Spatio-Temporal Data Analytics on Spark
apache-spark data-analysis rdd scala spatial spatial-data-analysis spatio-temporal-data
Last synced: 13 Oct 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/hkuds/stexplainer
[CIKM'2023] "STExplainer: Explainable Spatio-Temporal Graph Neural Networks"
explainable-ai explainable-machine-learning graph-neural-networks spatio-temporal-data traffic-prediction
Last synced: 04 Jul 2025
https://github.com/dbvis-ukon/movekit
Simple and effective tools for the analysis of movement data
collective-behaviour movement-data spatio-temporal-analysis spatio-temporal-data
Last synced: 04 Apr 2026
https://github.com/hkuds/cl4st
[CIKM'2023] "CL4ST: Spatio-Temporal Meta Contrastive Learning"
contrastive-learning meta-learning spatio-temporal-data spatio-temporal-prediction traffic-prediction urban-computing
Last synced: 04 Jul 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/ipums/nhgisxwalk
Spatio-temporal NHGIS Crosswalks
crosswalks gis nhgis spatio-temporal-data
Last synced: 19 Feb 2026
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: 20 Aug 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: 19 Jan 2026
https://github.com/usc-isi-i2/linked-maps
Framework to build linked spatio-temporal data from vectorized evolutionary topographic map archives
data-integration digital-humanities historical-maps knowledge-graphs linked-data linked-spatio-temporal-data semantic-web spatio-temporal-data spatio-temporal-knowledge-graphs
Last synced: 26 Jun 2025
https://github.com/rmbl-sdp/rsdp
R Interface for Spatial Data in the RMBL Spatial Data Platform
data-science dataset rstats spatial-data spatio-temporal-data
Last synced: 17 Apr 2026
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
Last synced: 02 Mar 2025
https://github.com/vacumm/xpack
Spatial compression of multivariate datasets for xarray
python spatio-temporal-analysis spatio-temporal-data xarray
Last synced: 30 Jul 2026
