GitHub topics: spatio-temporal-data
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.
Size: 464 KB - Last synced at: about 17 hours ago - Pushed at: about 18 hours ago - Stars: 2,655 - Forks: 231
geopython/eodm
Library and CLI application used to collect common functions and ETL operations for EO data.
Language: Python - Size: 1010 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 3 - Forks: 1
UWB-Biocomputing/GraphSystemsAnalysis
Analysis code for understanding the activities of graph-structured systems, such as development in cultures of dissociated cortical cultures.
Language: Jupyter Notebook - Size: 61.3 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 3 - Forks: 0
ni1o1/transbigdata
A Python package develop for transportation spatio-temporal big data processing, analysis and visualization.
Language: Python - Size: 162 MB - Last synced at: about 6 hours ago - Pushed at: over 1 year ago - Stars: 505 - Forks: 117
TorchSpatiotemporal/tsl
tsl: a PyTorch library for processing spatiotemporal data.
Language: Python - Size: 976 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 338 - Forks: 35
benedekrozemberczki/pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
Language: Python - Size: 13.3 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 2,821 - Forks: 395
LMissher/Awesome-Spatio-Temporal-Foundation-Models
A survey and paper list of current Spatio-Temporal Foundation Models from the pipeline perspective with awesome resources (paper, code, survey, etc.).
Size: 415 KB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 7 - Forks: 0
lqwaw23555/spatiotemporal_data_library
The spatiotemporal_data_library provides an easy way to access and manage diverse Earth observation datasets. 🌍 With this library, users can efficiently work with data from sources like ERA5 and PO.DAAC, streamlining their research process. 🛠️
Language: Python - Size: 36.1 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
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。
Language: JavaScript - Size: 19.7 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 386 - Forks: 64
ChenYW68/semi.SpaceTime.model
An Efficient Estimation Method for Semiparametric Models of Spatial-Temporal Data
Size: 672 KB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0
lixus7/Time-Series-Works-Conferences
Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)
Size: 4.21 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 892 - Forks: 92
LibCity/Bigscity-LibCity-Datasets
Traffic data processing tools in LibCity
Language: Python - Size: 1.08 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 205 - Forks: 22
usc-isi-i2/linked-maps
Framework to build linked spatio-temporal data from vectorized evolutionary topographic map archives
Language: Python - Size: 16.5 MB - Last synced at: about 17 hours ago - Pushed at: about 2 years ago - Stars: 12 - Forks: 4
cloudsen12/easystac
A Python package for simple STAC queries
Language: Python - Size: 103 KB - Last synced at: 11 days ago - Pushed at: almost 3 years ago - Stars: 66 - Forks: 2
sujit-sahu/bmstdr
This is the repository for the R package bmstdr.
Language: R - Size: 36.5 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 16 - Forks: 3
JanJereczek/Regridding
Simple and fast regridding routines for geoscientific applications
Language: Julia - Size: 212 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 3 - Forks: 0
rizkaameliads/STL-decomposition-for-spatiotemporal-data
This project conducts signal decomposition on spatiotemporal data, such as hydrological data that varies spatially across grids over a specific period. The decomposition process is applied to terrestrial water storage anomaly (TWSA) data from the GRACE satellite mission.
Language: R - Size: 1.08 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
xiepeng21/research_spatio-temporal-data-mining
A collection of research on spatio-temporal data mining
Size: 152 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 146 - Forks: 22
jaime-varela/boston-crime-stpp
Utilizes neural networks to model the conditional spatio-temporal intensity function, as defined in statistical point process theory.
Language: Jupyter Notebook - Size: 14.6 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0
Esri/aggregation-viewer-client-feature-layer
Sample JavaScript Aggregation Viewer using aggregation (lod) queries and rendering aggregation bins client side
Language: CSS - Size: 7.46 MB - Last synced at: 18 days ago - Pushed at: about 6 years ago - Stars: 12 - Forks: 5
caesar0301/movr
Human mobility data (in form of <x,y,t>) analysis and visualization in R.
Language: R - Size: 1.84 MB - Last synced at: 22 days ago - Pushed at: about 3 years ago - Stars: 13 - Forks: 4
Echo-Ji/ST-SSL
ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
Language: Python - Size: 14.9 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 158 - Forks: 29
LorenaPujante/HospitalGeneratorRDF_V2
It is an updated version of HospitalGeneratorRDF
Language: Python - Size: 6.9 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
ipums/nhgisxwalk
Spatio-temporal NHGIS Crosswalks
Language: Python - Size: 20.8 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 12 - Forks: 2
ipleiria-ciic/reconstructing-cvae
Reconstructing spatiotemporal data with C-VAEs.
Language: Jupyter Notebook - Size: 3.37 MB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
VACUMM/xpack
Spatial compression of multivariate datasets for xarray
Size: 1000 Bytes - Last synced at: 6 days ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0
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.
Language: TSQL - Size: 61 MB - Last synced at: 4 months ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 2
ArsamAryandoust/UniversalGNNs
Universal graph neural networks for multi-task transfer learning
Language: Python - Size: 8.58 MB - Last synced at: 3 days ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 2
Esri/aggregation-viewer-server-map-service
Sample JavaScript Aggregation Viewer using Map Service queries with an Aggregation Renderer and rendering images server side
Language: CSS - Size: 15 MB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 5
deshanadesai/Geospat
Role of Temporal Diversity in Inferring Social Ties Based on Spatio-Temporal Data
Language: HTML - Size: 7.87 MB - Last synced at: 3 months ago - Pushed at: over 8 years ago - Stars: 7 - Forks: 2
cran-task-views/SpatioTemporal
CRAN Task View: Handling and Analyzing Spatio-Temporal Data
Size: 124 KB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 6
peterparity/PDE-VAE-pytorch
PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning
Language: Python - Size: 28.3 KB - Last synced at: 11 months ago - Pushed at: over 3 years ago - Stars: 29 - Forks: 7
dbvis-ukon/movekit
Simple and effective tools for the analysis of movement data
Language: Python - Size: 50.7 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 19 - Forks: 8
eren-ck/st_optics
ST-OPTICS: Spatio-temporal clustering based on OPTICS
Language: Python - Size: 192 KB - Last synced at: 11 months ago - Pushed at: almost 4 years ago - Stars: 19 - Forks: 2
HKUDS/STExplainer
[CIKM'2023] "STExplainer: Explainable Spatio-Temporal Graph Neural Networks"
Language: Python - Size: 47.3 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 30 - Forks: 2
HKUDS/CL4ST
[CIKM'2023] "CL4ST: Spatio-Temporal Meta Contrastive Learning"
Language: Python - Size: 44.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 17 - Forks: 1
trajminer/trajminer
Trajectory Mining Library
Language: Python - Size: 12.1 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 47 - Forks: 8
garygsw/twitter-crowd-flow-prediction
Crowd flow prediction model
Language: Python - Size: 644 MB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 9 - Forks: 1
NickHan-cs/Spatio-Temporal-Data-Mining-Survey
Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
Size: 243 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 71 - Forks: 12
LorenaPujante/HospitalKG
Set of 6 SPARQL* queries for epidemiological research within hospitals and RDF* knowledge graph dataset generated for paper "Spatiotemporal Data Modelling for Epidemiological Research in Hospitals"
Size: 3.26 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
JingweiZuo/PurpleAirSF
PurpleAirSF: datasets for realistic air quality forecasting
Language: Python - Size: 2.85 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0
LorenaPujante/HospitalGeneratorRDF
A program to create RDF and RDF* knowledge graphs from the ouput of a simulation model of patients movements inside a hospital. Since the simulation model has an incomplete hospital layout, HospitalGeneratorRDF also creates a complete hospital layout (rooms, corridors, areas, floors, etc.).
Language: Python - Size: 3.63 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
LorenaPujante/MimicToRDF
A program to create RDF and RDF* knowledge graphs from the clinical database MIMIC-III, where a hospital layout has been created and patients move within the hospital.
Language: Python - Size: 67.4 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
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.
Language: Python - Size: 4.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0
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
Language: Jupyter Notebook - Size: 18.1 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 15 - Forks: 3
yoshall/stMTMVL
Multi-task multi-view learning for urban water quality prediction, IJCAI-16
Language: MATLAB - Size: 2.94 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 2
SharifAmit/CalDenoise
[Pillow] Denoising Images retrieved from Confocal Calcium Imaging.
Language: Python - Size: 79.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
syedmfuad/agri_grid_data
Harmonize heterogenous spatiotemporal gridded agriculture-related datasets. Part of a larger ongoing project to monitor land and water use by combining irrigation and gridded data via remote sensing data with machine learning.
Language: R - Size: 19.5 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
yanganYNU/DGCN_Res
traffic flow prediction
Language: Python - Size: 121 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
yanganYNU/DGCN_GAT
traffic flow prediction
Language: Python - Size: 125 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
yanganYNU/GRCN
traffic flow prediction
Language: Python - Size: 119 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0
yanganYNU/Gate_STGCN
traffic flow prediction
Language: Python - Size: 1.26 GB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0
LARS-research/SimpleSTG
Code for "Understanding and Simplifying Architecture Search in Spatio-Temporal Graph Neural Networks" accepted by TMLR 2023
Language: Python - Size: 14.6 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0
johannesuhl/hisdac-es
HISDAC-ES: Creating historical settlement data for Spain (1900-2020) based on cadastral building footprint data
Language: Python - Size: 19.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1
rmbl-sdp/rSDP
R Interface for Spatial Data in the RMBL Spatial Data Platform
Language: R - Size: 33.2 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 0
jonasdieker/variogram
A tool to quantify the spatio-temporal continuity of sparse data
Language: Python - Size: 43.9 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
yanganYNU/STGCN
traffic flow prediction
Language: Python - Size: 64.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 0
SigmaJahan/A-model-for-spatial-prediction-of-wildfire
Dataset can be found here: https://www.kaggle.com/datasets/brsdincer/australia-and-investigative-special-wildfires-data
Language: Jupyter Notebook - Size: 13.2 MB - Last synced at: 8 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
johannesuhl/cru_data_processing
A python script to access, visualize and extract time series of CRU long-term climate data at discrete locations
Language: Python - Size: 59.8 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1
dbis-ilm/stark
A framework for Spatio-Temporal Data Analytics on Spark
Language: Scala - Size: 9.3 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 48 - Forks: 12
bgautijonsson/bggjphd
An R package to go along with my PhD research
Language: R - Size: 195 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
caesar0301/flowmap 📦
Apache Spark utilities to analyze mobile network deployment and user behavior data.
Language: Scala - Size: 3.09 MB - Last synced at: over 2 years ago - Pushed at: about 8 years ago - Stars: 6 - Forks: 0
aptx1231/NYC-Dataset
Organize some grid-based traffic flow datasets, mainly New York City bicycle and taxi data
Size: 1000 Bytes - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 22 - Forks: 6
akhodadadi/MultiStepAheadForecasting
multi-step ahead forecasting of spatio-temporal data
Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 10 - Forks: 6
eren-ck/collective-movement-exploration
Collective Movement Explorer - Explore and Analyse Collective Animal Behaviour
Language: JavaScript - Size: 68 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 2
eren-ck/MotionGlyphs
Visual Abstraction of Spatio-Temporal Networks in Collective Animal Behavior (EuroVis2020)
Language: JavaScript - Size: 18.4 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 2
most-inesctec/stfXCore
The Core infrastructure micro-service of the SpatioTemporal Features eXtractor (stfX)
Language: Java - Size: 285 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
johannesuhl/datacube_visualization
Python scripts to visualize multi-band gridded data.
Language: Python - Size: 4.52 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0
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.
Language: Python - Size: 13.5 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 9 - Forks: 3
sujit-sahu/databmstdr
Data sets and additional useful functions for modelling spatio-temporal data
Language: TeX - Size: 10.4 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 1
akhodadadi/VolatilityTrend
Estimating trend in variance of spatio-temporal data using generalized Lasso
Language: TeX - Size: 14.2 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 3