spatio-temporal-analysis
There are 6 repositories under spatio-temporal-analysis topic.
- pytorch_geometric_temporal
benedekrozemberczki / pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
Language:Python 2483 NVIDIA / MinkowskiEngine
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
neural-networkcomputer-visionsparse-tensorsconvolutional-neural-networkssemantic-segmentationauto-differentiationspatio-temporal-analysisspace-timedeep-learning3d-convolutional-network4d-convolutional-neural-networkhigh-dimensional-datahigh-dimensional-inferencetrilateral-filter3d-visionsparse-convolutionpytorchminkowski-enginecudasparse-tensor-networkLanguage:Python 2294qingsongedu / 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.
timeseriestimeseries-analysistimeseries-forecastingtimeseries-predictiontimeseriesclassificationanomalydetectionchangepoint-detectionclassificationforecastingmissing-datadata-miningdeep-learningmachine-learningsignal-processingawesomeawesome-listtutorialtemporal-modelsspatio-temporal-analysistemporal-point-processes- GeoTorchAI
wherobots / GeoTorchAI
GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale
Language:Jupyter Notebook 456 chrischoy / SpatioTemporalSegmentation
4D Spatio-Temporal Semantic Segmentation on a 3D video (a sequence of 3D scans)
Language:Python 281- tsl
TorchSpatiotemporal / tsl
tsl: a PyTorch library for processing spatiotemporal data.
Language:Python 205 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.
- Language:Python 120
aa-samad / conv_snn
Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper
Language:Python 117- Language:Java 104
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
Language:Python 62rbhatia46 / 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.
Language:Python 33WayneGitShell / GWSDAT
GroundWater Spatiotemporal Data Analysis Tool (GWSDAT) R-Shiny implementation.
Language:R 30lmarabi / st-hadoop
ST-Hadoop is an open-source MapReduce extension of Hadoop designed specially to analyze your spatio-temporal data efficiently
Language:Java 20- Language:Python 18
lnferreira / chronnets
A network-based model for spatiotemporal data analysis
Language:R 18dbvis-ukon / movekit
Simple and effective tools for the analysis of movement data
Language:Python 17kalgishah02 / 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
Language:Jupyter Notebook 14mpio-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.
Language:R 13zouguojian / STGIN
A Novel Spatio-Temporal Generative Inference Network for Predicting the Long-Term Highway Traffic Speed
Language:Python 13AaltoPML / spatiotemporal-graph-kernels
The official implementation of Non-separable Spatio-temporal Graph Kernels via SPDEs.
Language:Python 12- Language:R 12
chenyangkang / stemflow
A Python Package for Adaptive Spatio-Temporal Exploratory Model (AdaSTEM)
Language:Python 11Esri / aggregation-viewer-client-feature-layer
Sample JavaScript Aggregation Viewer using aggregation (lod) queries and rendering aggregation bins client side
Language:CSS 11Sample JavaScript Aggregation Viewer using Map Service queries with an Aggregation Renderer and rendering images server side
Language:CSS 11- Language:R 10
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.
Language:HTML 7cran-task-views / SpatioTemporal
CRAN Task View: Handling and Analyzing Spatio-Temporal Data
eren-ck / collective-movement-exploration
Collective Movement Explorer - Explore and Analyse Collective Animal Behaviour
Language:JavaScript 6Polaris000 / EarthquakeForecasting
A simple approach to earthquake forecasting
Language:Jupyter Notebook 6- NearRepeatLanguage:R 6
epiverse-trace / epiCo
R package for statistical and spatiotemporal modeling of epidemiological data for vector-borne diseases in Colombia
Language:R 5dsuess / autoregressive-novelty-detection
A re-implementation of cs > arXiv:1807.01653v1
Language:Python 4- MotionGlyphs
Visual Abstraction of Spatio-Temporal Networks in Collective Animal Behavior (EuroVis2020)
Language:JavaScript 4 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.
Language:TypeScript 4
