spatio-temporal-analysis
There are 89 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.
dbvis-ukon/movekit
Simple and effective tools for the analysis of movement data
lmarabi/st-hadoop
ST-Hadoop is an open-source MapReduce extension of Hadoop designed specially to analyze your spatio-temporal data efficiently
eren-ck/st_optics
ST-OPTICS: Spatio-temporal clustering based on OPTICS
lnferreira/chronnets
A network-based model for spatiotemporal data analysis
chenyangkang/stemflow
A Python Package for Adaptive Spatio-Temporal Exploratory Model (AdaSTEM)
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.
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
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
epiverse-trace/epiCo
R package for statistical and spatiotemporal modeling of epidemiological data for vector-borne diseases in Colombia
dmattek/ARCOS
An R package to detect collective spatio-temporal phenomena
Esri/aggregation-viewer-client-feature-layer
Sample JavaScript Aggregation Viewer using aggregation (lod) queries and rendering aggregation bins client side
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
eren-ck/collective-movement-exploration
Collective Movement Explorer - Explore and Analyse Collective Animal Behaviour
eren-ck/MotionGlyphs
Visual Abstraction of Spatio-Temporal Networks in Collective Animal Behavior (EuroVis2020)
Polaris000/EarthquakeForecasting
A simple approach to earthquake forecasting
stijnh/scalable-crowd-analysis
Scalable spatio-temporal clustering method for detection of crowd motion patterns. Implementation in Python 2.7
wsteenbeek/NearRepeat
NearRepeat
mrfoliveira/Evaluation-procedures-for-forecasting-with-spatio-temporal-data
"Evaluation procedures for forecasting with spatio-temporal data" -- ECML 2018