spatio-temporal-analysis

There are 2 repositories under spatio-temporal-analysis topic.

NVIDIA / MinkowskiEngine
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
neural-network computer-vision sparse-tensors convolutional-neural-networks semantic-segmentation auto-differentiation spatio-temporal-analysis space-time deep-learning 3d-convolutional-network 4d-convolutional-neural-network high-dimensional-data high-dimensional-inference trilateral-filter 3d-vision sparse-convolution pytorch minkowski-engine cuda sparse-tensor-network
Language:Python 1597
pytorch_geometric_temporal
benedekrozemberczki / pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
deep-learning gcn gnn graph-convolution graph-convolutional-networks graph-embedding graph-neural-networks network-embedding network-science node-embedding pytorch spatial-analysis spatial-data spatio-temporal-analysis spatio-temporal-data spatiotemporal temporal-data temporal-graphs temporal-networks
Language:Python 1565
chrischoy / SpatioTemporalSegmentation
4D Spatio-Temporal Semantic Segmentation on a 3D video (a sequence of 3D scans)
3d 3d-vision convolutional-neural-network cvpr minkowski-engine scannet semantic-segmentation spatio-temporal-analysis
Language:Python 204
GIScience / oshdb
OpenStreetMap History Data Analysis Framework
openstreetmap openstreetmap-data osm openstreetmap-history ohsome osm-data osm-history-data openstreetmap-history-data oshdb spatio-temporal-analysis heigit
Language:Java 82
aa-samad / conv_snn
Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper
snn neuromorphic cifar10 spatio-temporal-analysis
Language:Python 68
laura-wang / video_repres_mas
code for CVPR-2019 paper: Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics
action-recognition cvpr2019 self-supervised-learning spatio-temporal-analysis tensorflow video
Language:Python 63
eren-ck / st_dbscan
ST-DBSCAN: Simple and effective tool for spatial-temporal clustering
dbscan-clustering spatio-temporal-analysis spatio-temporal clustering
Language:Python 62
lmarabi / st-hadoop
ST-Hadoop is an open-source MapReduce extension of Hadoop designed specially to analyze your spatio-temporal data efficiently
mapreduce spatio-temproal spatiotemporal temporal spatial spatial-data-analysis spatio-temporal indexing 3d spatial-index spatial-analysis temporal-analysis spatio-temporal-analysis spatialhadoop
Language:Java 18
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.
clustering dbscan spatio-temporal-analysis
Language:Python 16
WayneGitShell / GWSDAT
GroundWater Spatiotemporal Data Analysis Tool (GWSDAT) R-Shiny implementation.
contamination-detection groundwater-flow plume shiny spatio-temporal-analysis
Language:R 15
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
tensorflow geospatial spatial-analysis image-classification shapely leaflet geojson spatial clustering spatio-temporal-analysis flickr travel-modeling spatial-clustering spatial-data-analysis
Language:Jupyter Notebook 13
Esri / aggregation-viewer-client-feature-layer
Sample JavaScript Aggregation Viewer using aggregation (lod) queries and rendering aggregation bins client side
geoevent javascript arcgis aggregation big-data bigdata arcgis-geoevent-server spatio-temporal-data spatio-temporal spatiotemporal spatio-temporal-databases spatio-temporal-analysis lod map-service feature-service web-development
Language:CSS 11
Esri / aggregation-viewer-server-map-service
Sample JavaScript Aggregation Viewer using Map Service queries with an Aggregation Renderer and rendering images server side
arcgis geoevent javascript aggregation big-data bigdata arcgis-geoevent-server spatiotemporal spatio-temporal spatio-temporal-data spatio-temporal-databases spatio-temporal-analysis lod map-service renderer web-development
Language:CSS 11
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.
movement-behavior movement-ecology particles r spatio-temporal-analysis
Language:R 11
eren-ck / st_optics
ST-OPTICS: Spatio-temporal clustering based on OPTICS
spatio-temporal-analysis spatio-temporal clustering spatio-temporal-modeling spatio-temporal-data optics optics-clustering
Language:Python 10
lnferreira / chronnets
A network-based model for spatiotemporal data analysis
chronnet complex-networks graph-mining network-science pattern-recognition spatio-temporal-analysis
Language:R 10
dbvis-ukon / movekit
Simple and effective tools for the analysis of movement data
movement-data spatio-temporal-analysis spatio-temporal-data collective-behaviour
Language:Python 9
Moradii / stlnpp
Spatio-temporal point patterns on linear networks
intensity k-function linear-network pair-correlation point-pattern-analysis spatio-temporal-analysis
Language:R 9
dmattek / ARCOS
An R package to detect collective spatio-temporal phenomena
cluster-analysis single-cell-data spatio-temporal-analysis time-series-analysis
Language:R 8
AaltoPML / spatiotemporal-graph-kernels
The official implementation of Non-separable Spatio-temporal Graph Kernels via SPDEs.
graphs gaussian-processes spatio-temporal-analysis
Language:Jupyter Notebook 7
heyPIAO / gis-spark
Spark extension for normal spatio-temporal data
spark gis spatial-analysis spatio-temporal-analysis
Language:Java 6
paezha / covid19-environmental-correlates
Paez, A., López, F., Menezes, T., Cavalcanti, R., Pitta M.G.R., 2020. A Spatio‐Temporal Analysis of the Environmental Correlates of COVID‐19 Incidence in Spain, Geographical Analysis (Early View)
covid-19 spatio-temporal-analysis temperature humidity population-density older-adults incidence mass-transit-systems spain
Language:HTML 6
eren-ck / collective-movement-exploration
Collective Movement Explorer - Explore and Analyse Collective Animal Behaviour
collective-behavior collective-motion movement-ecology visual-analytics spatio-temporal-analysis spatio-temporal-data visualizations
Language:JavaScript 5
MotionGlyphs
eren-ck / MotionGlyphs
Visual Abstraction of Spatio-Temporal Networks in Collective Animal Behavior (EuroVis2020)
spatio-temporal-analysis spatio-temporal-data dynamic-networks dynamic-network dynamic-graphs collective-behavior collective-behaviour animal-behavior animal-movement animal-behaviour
Language:JavaScript 5
mrfoliveira / Evaluation-procedures-for-forecasting-with-spatio-temporal-data
"Evaluation procedures for forecasting with spatio-temporal data" -- ECML 2018
evaluation-framework cross-validation forecasting spatio-temporal spatio-temporal-analysis regression evaluation spatio-temporal-data spatio-temporal-prediction
Language:R 4
Polaris000 / EarthquakeForecasting
A simple approach to earthquake forecasting
earthquake-data forcasting spatio-temporal-analysis statistics
Language:Jupyter Notebook 4
stijnh / scalable-crowd-analysis
Scalable spatio-temporal clustering method for detection of crowd motion patterns. Implementation in Python 2.7
crowd-analysis spatio-temporal-analysis proximity-graphs clustering pedestrian-behavior
Language:Python 4
balajic06 / Big_Data
The project deals on how to perform Spatio-temporal hot-spot analysis using Apache Spark.
big-data spatio-temporal-data spatio-temporal-analysis scala java hadoop spark geospatial-data hadoop-cluster
Language:Java 3
dsuess / autoregressive-novelty-detection
A re-implementation of cs > arXiv:1807.01653v1
outlier-detection autoencoder spatio-temporal-analysis video pytorch 3d-convolutional-autoencoder
Language:Python 3
nmeripo / ACM-SIGSPATIAL-Cup-2016
Applied spatial statistics to spatio-temporal big data to identify statistically significant spatial hot spots on a 4-node cluster. (Java, Hadoop Distributed File System (HDFS), Apache Spark)
apache-spark hadoop spatio-temporal-databases spatio-temporal-analysis zscore acm
Language:Java 3
NearRepeat
wsteenbeek / NearRepeat
NearRepeat
criminology spatio-temporal-analysis r-package
Language:R 3
aafshar / CP-ORTHO
Code accompanying our SIGSPATIAL paper: "CP-ORTHO: an orthogonal tensor factorization framework for spatio-temporal data"
spatio-temporal-analysis tensor-factorization
Language:MATLAB 2
jonasmmiguel / wind-stf
Review, implementation, and comparison of several spatio-temporal forecasting approaches in a use case of wind power generation in Germany. We consider statistical, machine learning, and hybrid methods.
machine-learning spatio-temporal-analysis spatio-temporal-prediction statistical-learning
Language:Python 2
RilaShu / spatio-temporal-visualization-of-massive-web-map-logs
Spatio-temporal visualization of massive web map logs (DataBase, BackEnd & FrontEnd), revised from https://github.com/unchartedsoftware/aperture-tiles.
heatmap logs-analysis spark spatio-temporal-analysis webmaps
Language:Java 2
ethann-shen / pace-of-play-thesis21
Analyzing Pace-of-Play in Soccer using Spatio-Temporal Event Data
event-data logistic-regression pace-of-play pass-velocities spatio-temporal-analysis
Language:R 1
obadakhalili / ExpoTwitt
Exploratory spatio-temporal analysis of Twitter Stream
information-retrieval spatio-temporal-analysis twitter
Language:JavaScript 1

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