spatio-temporal-analysis
There are 84 repositories under spatio-temporal-analysis topic.
benedekrozemberczki/pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
NVIDIA/MinkowskiEngine
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
qingsongedu/awesome-AI-for-time-series-papers
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
wherobots/GeoTorchAI
GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale
chrischoy/SpatioTemporalSegmentation
4D Spatio-Temporal Semantic Segmentation on a 3D video (a sequence of 3D scans)
TorchSpatiotemporal/tsl
tsl: a PyTorch library for processing spatiotemporal data.
DAMO-DI-ML/AI-for-Time-Series-Papers-Tutorials-Surveys
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
eren-ck/st_dbscan
ST-DBSCAN: Simple and effective tool for spatial-temporal clustering
aa-samad/conv_snn
Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper
GIScience/oshdb
OpenStreetMap History Data Analysis Framework
NickHan-cs/Spatio-Temporal-Data-Mining-Survey
Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
laura-wang/video_repres_mas
code for CVPR-2019 paper: Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics
rbhatia46/Spatio-Temporal-DBSCAN
Spatio Temporal DBSCAN algorithm in Python. Useful to cluster spatio-temporal data with irregular time intervals, a prominent example could be GPS trajectories collected using mobile devices.
WayneGitShell/GWSDAT
GroundWater Spatiotemporal Data Analysis Tool (GWSDAT) R-Shiny implementation.
lmarabi/st-hadoop
ST-Hadoop is an open-source MapReduce extension of Hadoop designed specially to analyze your spatio-temporal data efficiently
dbvis-ukon/movekit
Simple and effective tools for the analysis of movement data
eren-ck/st_optics
ST-OPTICS: Spatio-temporal clustering based on OPTICS
lnferreira/chronnets
A network-based model for spatiotemporal data analysis
kalgishah02/SnapLoc
SnapLoc is a product that does automatic image classification and spatio-temporal analysis in order to recommend the places of interest in a new city. The packages that I have used for creating the product are Python(Pandas, NumPy, Shapely, Keras, Leaflet) and TensorFlow
mpio-be/windR
windR is a R package to connect animal tracking data with wind data (or sea current data) and allows to visualize animal movements within the flow of the medium that they moved in.
zouguojian/STGIN
A Novel Spatio-Temporal Generative Inference Network for Predicting the Long-Term Highway Traffic Speed
AaltoPML/spatiotemporal-graph-kernels
The official implementation of Non-separable Spatio-temporal Graph Kernels via SPDEs.
chenyangkang/stemflow
A Python Package for Adaptive Spatio-Temporal Exploratory Model (AdaSTEM)
Esri/aggregation-viewer-server-map-service
Sample JavaScript Aggregation Viewer using Map Service queries with an Aggregation Renderer and rendering images server side
Moradii/stlnpp
Spatio-temporal point patterns on linear networks
Esri/aggregation-viewer-client-feature-layer
Sample JavaScript Aggregation Viewer using aggregation (lod) queries and rendering aggregation bins client side
dmattek/ARCOS
An R package to detect collective spatio-temporal phenomena
eren-ck/collective-movement-exploration
Collective Movement Explorer - Explore and Analyse Collective Animal Behaviour
paezha/covid19-environmental-correlates
Paez, Antonio, et al. "A spatio‐temporal analysis of the environmental correlates of COVID‐19 incidence in Spain." Geographical Analysis 53.3 (2021): 397-421.
cran-task-views/SpatioTemporal
CRAN Task View: Handling and Analyzing Spatio-Temporal Data
Polaris000/EarthquakeForecasting
A simple approach to earthquake forecasting
wsteenbeek/NearRepeat
NearRepeat
epiverse-trace/epiCo
R package for statistical and spatiotemporal modeling of epidemiological data for vector-borne diseases in Colombia
mrfoliveira/Evaluation-procedures-for-forecasting-with-spatio-temporal-data
"Evaluation procedures for forecasting with spatio-temporal data" -- ECML 2018
eren-ck/MotionGlyphs
Visual Abstraction of Spatio-Temporal Networks in Collective Animal Behavior (EuroVis2020)
GraffitiProjectINDIGO/UrbanChameleon
UrbanChameleon.eu is an online platform to disseminate contemporary graffiti found along Vienna's Danube channel (Austria). Built with TypeScript, Next.js, and Cesium Technology, the platform relies on OpenAtlas and its CIDOC CRM ontology to provide a user-friendly interface for visualising, exploring and searching graffiti and their metadata.