spatio-temporal-data
There are 76 repositories under spatio-temporal-data topic.
benedekrozemberczki/pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
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.
lixus7/Time-Series-Works-Conferences
Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)
ni1o1/transbigdata
A Python package develop for transportation spatio-temporal big data processing, analysis and visualization.
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。
TorchSpatiotemporal/tsl
tsl: a PyTorch library for processing spatiotemporal data.
LibCity/Bigscity-LibCity-Datasets
Traffic data processing tools in LibCity
Echo-Ji/ST-SSL
ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
xiepeng21/research_spatio-temporal-data-mining
A collection of research on spatio-temporal data mining
NickHan-cs/Spatio-Temporal-Data-Mining-Survey
Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
cloudsen12/easystac
A Python package for simple STAC queries
aptx1231/NYC-Dataset
Organize some grid-based traffic flow datasets, mainly New York City bicycle and taxi data
dbis-ilm/stark
A framework for Spatio-Temporal Data Analytics on Spark
HKUDS/STExplainer
[CIKM'2023] "STExplainer: Explainable Spatio-Temporal Graph Neural Networks"
trajminer/trajminer
Trajectory Mining Library
peterparity/PDE-VAE-pytorch
PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning
dbvis-ukon/movekit
Simple and effective tools for the analysis of movement data
hpi-sam/GNN-SpaceTimeGraphs
Graph Neural Networks utilization for Spatiotemporal graphs. These methods will be applied into the problem of forecasting traffic flow on PEMS-Bay, METR-LA and Seattle Loop Datasets
HKUDS/CL4ST
[CIKM'2023] "CL4ST: Spatio-Temporal Meta Contrastive Learning"
eren-ck/st_optics
ST-OPTICS: Spatio-temporal clustering based on OPTICS
sujit-sahu/bmstdr
This is the repository for the R package bmstdr.
akhodadadi/MultiStepAheadForecasting
multi-step ahead forecasting of spatio-temporal data
caesar0301/movr
Analyzing and Visualizing Human Mobility Data in R
Esri/aggregation-viewer-server-map-service
Sample JavaScript Aggregation Viewer using Map Service queries with an Aggregation Renderer and rendering images server side
Esri/aggregation-viewer-client-feature-layer
Sample JavaScript Aggregation Viewer using aggregation (lod) queries and rendering aggregation bins client side
ipums/nhgisxwalk
Spatio-temporal NHGIS Crosswalks
usc-isi-i2/linked-maps
Framework to build linked spatio-temporal data from vectorized evolutionary topographic map archives
ikmalpani/cs581-database-management
This project evaluates ride-sharing algorithms on spatio-temporal data. The data in this case represents nearly 700 million trips in New York City.
yanganYNU/STGCN
traffic flow prediction
garygsw/twitter-crowd-flow-prediction
Crowd flow prediction model
eren-ck/collective-movement-exploration
Collective Movement Explorer - Explore and Analyse Collective Animal Behaviour
cran-task-views/SpatioTemporal
CRAN Task View: Handling and Analyzing Spatio-Temporal Data
deshanadesai/Geospat
Role of Temporal Diversity in Inferring Social Ties Based on Spatio-Temporal Data
JingweiZuo/PurpleAirSF
PurpleAirSF: datasets for realistic air quality forecasting
mrfoliveira/Evaluation-procedures-for-forecasting-with-spatio-temporal-data
"Evaluation procedures for forecasting with spatio-temporal data" -- ECML 2018
BNN-UPC/Atom_Neural_Traffic_Compression
This repository contains de code and instructions to train the models and prepare the datasets for the experiments in the paper "Atom: Neural Traffic Compression with Spatio-Temporal Graph Neural Networks" accepted at the 2nd ACM CONEXT GNNet 2023 Workshop.