spatio-temporal-analysis | Topic

Topic: "spatio-temporal-analysis"

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: 17 days ago - Pushed at: about 1 month ago - Stars: 2,785 - Forks: 389

NVIDIA/MinkowskiEngine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

Language: Python - Size: 14.6 MB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 2,656 - Forks: 387

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.

Size: 923 KB - Last synced at: 17 days ago - Pushed at: about 1 year ago - Stars: 1,391 - Forks: 135

wherobots/GeoTorchAI

GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale

Language: Jupyter Notebook - Size: 42.4 MB - Last synced at: about 19 hours ago - Pushed at: over 1 year ago - Stars: 500 - Forks: 38

TorchSpatiotemporal/tsl

tsl: a PyTorch library for processing spatiotemporal data.

Language: Python - Size: 975 KB - Last synced at: 9 days ago - Pushed at: about 1 month ago - Stars: 328 - Forks: 33

chrischoy/SpatioTemporalSegmentation

4D Spatio-Temporal Semantic Segmentation on a 3D video (a sequence of 3D scans)

Language: Python - Size: 1.21 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 298 - Forks: 50

eren-ck/st_dbscan

ST-DBSCAN: Simple and effective tool for spatial-temporal clustering

Language: Python - Size: 517 KB - Last synced at: 16 days ago - Pushed at: 3 months ago - Stars: 143 - Forks: 28

aa-samad/conv_snn

Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper

Language: Python - Size: 75.2 KB - Last synced at: 4 days ago - Pushed at: over 4 years ago - Stars: 127 - Forks: 27

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.

Size: 152 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 126 - Forks: 25

GIScience/oshdb

OpenStreetMap History Data Analysis Framework

Language: Java - Size: 119 MB - Last synced at: 29 days ago - Pushed at: about 2 months ago - Stars: 114 - Forks: 18

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

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 - Size: 1.09 MB - Last synced at: 16 days ago - Pushed at: about 4 years ago - Stars: 62 - Forks: 10

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.

Language: Python - Size: 188 KB - Last synced at: 30 days ago - Pushed at: over 4 years ago - Stars: 35 - Forks: 7

WayneGitShell/GWSDAT

GroundWater Spatiotemporal Data Analysis Tool (GWSDAT) R-Shiny implementation.

Language: R - Size: 70.3 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 32 - Forks: 7

chenyangkang/stemflow

A Python Package for Adaptive Spatio-Temporal Exploratory Model (AdaSTEM)

Language: Python - Size: 441 MB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 21 - Forks: 1

lmarabi/st-hadoop

ST-Hadoop is an open-source MapReduce extension of Hadoop designed specially to analyze your spatio-temporal data efficiently

Language: Java - Size: 125 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 20 - Forks: 6

dbvis-ukon/movekit

Simple and effective tools for the analysis of movement data

Language: Python - Size: 50.7 MB - Last synced at: 9 months ago - Pushed at: about 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: 9 months ago - Pushed at: almost 4 years ago - Stars: 19 - Forks: 2

lnferreira/chronnets

A network-based model for spatiotemporal data analysis

Language: R - Size: 420 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 18 - Forks: 3

zouguojian/STGIN

A Novel Spatio-Temporal Generative Inference Network for Predicting the Long-Term Highway Traffic Speed

Language: Python - Size: 116 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 14 - Forks: 2

Moradii/stlnpp

Spatio-temporal point patterns on linear networks

Language: R - Size: 768 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 13 - Forks: 4

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.

Language: R - Size: 16.7 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 13 - Forks: 1

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: 9 months ago - Pushed at: about 1 year ago - Stars: 12 - Forks: 5

epiverse-trace/epiCo

R package for statistical and spatiotemporal modeling of epidemiological data for vector-borne diseases in Colombia

Language: R - Size: 75.4 MB - Last synced at: 18 days ago - Pushed at: 4 months ago - Stars: 11 - Forks: 2

dmattek/ARCOS

An R package to detect collective spatio-temporal phenomena

Language: R - Size: 50.8 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 11 - Forks: 3

AaltoPML/spatiotemporal-graph-kernels

The official implementation of Non-separable Spatio-temporal Graph Kernels via SPDEs.

Language: Python - Size: 90.8 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 11 - Forks: 1

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: 9 months ago - Pushed at: about 6 years ago - Stars: 11 - Forks: 5

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 - Size: 193 MB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 8 - Forks: 6

cran-task-views/SpatioTemporal

CRAN Task View: Handling and Analyzing Spatio-Temporal Data

Size: 124 KB - Last synced at: 27 days ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 6

stijnh/scalable-crowd-analysis

Scalable spatio-temporal clustering method for detection of crowd motion patterns. Implementation in Python 2.7

Language: Python - Size: 958 KB - Last synced at: 27 days ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1

Polaris000/EarthquakeForecasting

A simple approach to earthquake forecasting

Language: Jupyter Notebook - Size: 1.76 MB - Last synced at: 13 days ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 0

hayato-n/DynamicESF

Implementation of fast space-time regression model

Language: Python - Size: 2.71 MB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 2

zouguojian/Traffic-accident-prediction

Do you know the probability of traffic incident in the future? Let us to evaluate it.

Language: Python - Size: 95.2 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 4 - Forks: 1

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 - Size: 8.21 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

eren-ck/collective-movement-exploration

Collective Movement Explorer - Explore and Analyse Collective Animal Behaviour

Language: JavaScript - Size: 68 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 2

wsteenbeek/NearRepeat

NearRepeat

Language: R - Size: 755 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 4

eren-ck/MotionGlyphs

Visual Abstraction of Spatio-Temporal Networks in Collective Animal Behavior (EuroVis2020)

Language: JavaScript - Size: 18.4 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 2

dsuess/autoregressive-novelty-detection

A re-implementation of cs > arXiv:1807.01653v1

Language: Python - Size: 95.7 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 2

lealemseyoum/Spatio-temporal-Cluster-Detection

Custom ArcGIS toolbox for spatio-temporal cluster detection.

Language: Python - Size: 33.2 KB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 1

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.

Language: Python - Size: 127 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

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)

Language: Java - Size: 83.5 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

MengChunYou/hstoptics

Language: R - Size: 85.2 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 2 - Forks: 0

heyPIAO/gis-spark

Spark extension for normal spatio-temporal data

Language: Java - Size: 20.7 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

WangJingyao07/ST-F2M

🌈 Official Code for **Spatio-Temporal Fuzzy-oriented Multi-modal Meta-learning for Fine-grained Emotion Recognition**

Language: Python - Size: 12.7 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

StatisticsHealthEconomics/covid

The project can be split into different sub-projects (easy-medium difficulty: meta-analysis of COVID vaccines; medium-high difficulty: estimating excess mortality due to COVID). Requires skills in R and will require some learning on Bayesian modelling.

Size: 28.3 KB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

jmp75/silverpieces

Prototype package for multidimensional processing of xarray

Language: Jupyter Notebook - Size: 3.75 MB - Last synced at: 12 days ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 3

aafshar/CP-ORTHO

Code accompanying our SIGSPATIAL paper: "CP-ORTHO: an orthogonal tensor factorization framework for spatio-temporal data"

Language: Matlab - Size: 8.79 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 0

weiliu-gis/SPACES_Dashboard

SPACES Dashboard

Language: R - Size: 116 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

ethann-shen/pace-of-play-thesis21

Analyzing Pace-of-Play in Soccer using Spatio-Temporal Event Data

Language: R - Size: 5.27 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

ernestvmo/spatio-temporal-crime-prediction

Urban Computing 2021 Research Project @ Leiden University

Language: Jupyter Notebook - Size: 1.72 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

adammertel/HDE

experimental application for spatiotemporal exploration of historical data

Language: JavaScript - Size: 1.32 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

t-pollington/tau-statistic-speedup

An optimised implementation of the tau statistic (relative prevalence ratio form), originally from R's IDSpatialStats package.

Language: C++ - Size: 326 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

VACUMM/xpack

Spatial compression of multivariate datasets for xarray

Size: 1000 Bytes - Last synced at: about 2 months ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

whisperingpixel/rhino

RHINO provides a layer for data cubes allowing to switch between coverage-based and object-based views.

Language: Python - Size: 411 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

eafriyie28/beamgis

A Python package for geospatial analysis and mapping

Language: Python - Size: 4.84 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

mayssakorbi/track_app

The Spatio-temporal tracking application via facial recognition is designed to monitor individuals' movements over time and space using advanced facial recognition. The project captures and analyzes real-time video from surveillance cameras to identify individuals and map their locations, enhancing security, crowd management, and access control.

Size: 38.1 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

errhythm/RiceProductionTrendsBD

A detailed spatiotemporal study, geospatial visualizations, and predictive modeling to offer insights into the agricultural sector's dynamics.

Language: HTML - Size: 120 MB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

SharifAmit/CalDenoise

[Pillow] Denoising Images retrieved from Confocal Calcium Imaging.

Language: Python - Size: 79.2 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

davesamer/spatiotemporal-modeling-pymc

Using the probabilistic programming framework pymc to create spatiotemporal models for diverse topics

Language: Jupyter Notebook - Size: 7.81 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ShafakatArnob/BDRiceStudy-ProductionAnalysis-PricePrediction

A Comprehensive Study of Rice Production and Price in Bangladesh: Geospatial Visualization and Predictive Modeling Techniques.

Language: HTML - Size: 121 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

francivita/phd

R scripts developed for the phd thesis "Applications of machine learning to understand and predict potato blackleg".

Size: 80.1 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

anshu0612/geocoded-tweets-insights-dashboard

An interactive, configurable and generic dashboard to gain insights from geocoded Twitter data. The insightful visualizations generated through exploratory data analysis helps in getting insights into people's perceptions and trends. The analysis can be conducted on tweets based on a specific country or, in general, around the globe.

Language: Jupyter Notebook - Size: 53 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

SharifAmit/4SM

[iScience] [Tensorflow] Subcellular Signal Segmenting Spatiotemporal Model.

Language: Python - Size: 55.8 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

callmespring/CausalMARL Fork of RunzheStat/CausalMARL

Implementation of "A Multi-Agent Reinforcement Learning Framework for Off-Policy Evaluation in Two-sided Markets"

Language: Python - Size: 184 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1