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spatio-temporal-data

Here are 33 public repositories matching this topic...

pytorch_geometric_temporal

benedekrozemberczki / pytorch_geometric_temporal

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A Temporal Extension Library for PyTorch Geometric

deep-learning network-science pytorch temporal-networks spatial-analysis spatial-data spatiotemporal network-embedding spatio-temporal-analysis graph-convolutional-networks gcn spatio-temporal-data temporal-data graph-embedding graph-neural-networks node-embedding graph-convolution gnn temporal-graphs pypi-url pypi-image

Updated Jul 25, 2021
Python

hijiangtao / glmaps

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Data visualization examples and tutorials from scratch. 数据可视化示例代码集与新手学习教程。

visualization webgl threejs demo earth data-visualization curve spatiotemporal 3d spatio-temporal-data deck-gl

Updated Jun 15, 2021
JavaScript

dbis-ilm / stark

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A framework for Spatio-Temporal Data Analytics on Spark

scala apache-spark spatial data-analysis spatial-data-analysis rdd spatio-temporal-data

Updated May 4, 2021
Scala

trajminer / trajminer

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Open

Adapt haversine distance function to support arrays of points

lucaspetry commented Jun 18, 2019

Adapt the haversine distance function to support two arrays of locations as input, so that the paired distances are computed similarly to how the Euclidean distance works.

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enhancement good first issue

Open

Implement algorithm(s) for stop and moves detection

Open

Implement UMS similarity

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LibTraffic / Bigscity-LibTraffic-Datasets

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Traffic data processing tools in LibTraffic

traffic dataset traffic-data spatio-temporal-data traffic-prediction spatio-temporal-prediction

Updated Jul 23, 2021
Python

Esri / aggregation-viewer-client-feature-layer

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Sample JavaScript Aggregation Viewer using aggregation (lod) queries and rendering aggregation bins client side

javascript web-development big-data arcgis bigdata aggregation lod spatiotemporal map-service spatio-temporal spatio-temporal-analysis spatio-temporal-databases spatio-temporal-data geoevent arcgis-geoevent-server feature-service

Updated May 7, 2019
CSS

Esri / aggregation-viewer-server-map-service

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Sample JavaScript Aggregation Viewer using Map Service queries with an Aggregation Renderer and rendering images server side

javascript web-development big-data arcgis bigdata renderer aggregation lod spatiotemporal map-service spatio-temporal spatio-temporal-analysis spatio-temporal-databases spatio-temporal-data geoevent arcgis-geoevent-server

Updated May 7, 2019
CSS

caesar0301 / movr

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Human mobility data (in form of <x,y,t>) analysis and visualization in R.

visualization statistical-models spatio-temporal-data human-mobility movr

Updated Dec 22, 2018
R

peterparity / PDE-VAE-pytorch

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Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning

physics vae partial-differential-equations dynamical-systems unsupervised-learning nonlinear-dynamics pde spatiotemporal spatio-temporal-data variational-autoencoder pytorch-implementation

Updated Sep 11, 2020
Python

ikmalpani / cs581-database-management

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This project evaluates ride-sharing algorithms on spatio-temporal data. The data in this case represents nearly 700 million trips in New York City.

osrm ridesharing spatio-temporal-data

Updated May 6, 2018
Python

eren-ck / st_optics

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ST-OPTICS: Spatio-temporal clustering based on OPTICS

clustering optics spatio-temporal spatio-temporal-analysis spatio-temporal-data optics-clustering spatio-temporal-modeling

Updated Jul 19, 2021
Python

hpi-sam / GNN-SpaceTimeGraphs

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Graph Neural Networks utilization for Spatiotemporal graphs. These methods will be applied into the problem of forecasting traffic flow on PEMS-Bay, METR-LA and Seattle Loop Datasets

graph-convolutional-networks spatio-temporal-data graph-neural-networks forecasting-algorithm traffic-forecasting traffic-graphs

Updated Mar 22, 2021
Jupyter Notebook

garygsw / twitter-crowd-flow-prediction

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Crowd flow prediction model

text-mining deep-learning spatio-temporal-data

Updated Mar 22, 2018
Python

akhodadadi / MultiStepAheadForecasting

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multi-step ahead forecasting of spatio-temporal data

neural-network lstm xgboost lightgbm spatio-temporal-data multi-step-ahead-forecasting

Updated May 20, 2018
Jupyter Notebook

deshanadesai / Geospat

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Role of Temporal Diversity in Inferring Social Ties Based on Spatio-Temporal Data

study survey dataset mobile-phones spatio-temporal-data inferring-social-ties

Updated Mar 7, 2017
HTML

dbvis-ukon / movekit

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Simple and effective tools for the analysis of movement data

movement-data spatio-temporal-analysis spatio-temporal-data collective-behaviour

Updated Jul 22, 2021
Python

caesar0301 / flowmap

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Apache Spark utilities to analyze mobile network deployment and user behavior data.

r statistical-models human-behavior-understanding spatio-temporal-data behaviour-science

Updated Jun 24, 2017
Scala

MotionGlyphs

eren-ck / MotionGlyphs

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

collective-behavior spatio-temporal-analysis animal-behavior animal-movement spatio-temporal-data dynamic-networks animal-behaviour dynamic-network collective-behaviour dynamic-graphs

Updated Sep 16, 2020
JavaScript

eren-ck / collective-movement-exploration

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Collective Movement Explorer - Explore and Analyse Collective Animal Behaviour

movement-ecology visualizations collective-behavior visual-analytics spatio-temporal-analysis spatio-temporal-data collective-motion

Updated Jun 17, 2021
JavaScript

ipums / nhgisxwalk

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Spatio-temporal NHGIS Crosswalks

gis spatio-temporal-data crosswalks nhgis

Updated Jul 19, 2021
Python

balajic06 / Big_Data

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The project deals on how to perform Spatio-temporal hot-spot analysis using Apache Spark.

java scala big-data spark hadoop geospatial-data hadoop-cluster spatio-temporal-analysis spatio-temporal-data

Updated Jul 11, 2017
Java

DavidBakerEffendi / providentia

Star

All the project code for my 2019 honours project. This is a web application that measures the query response times of 3 databases on queries and data analysis similar to those found in the real-world.

databases postgis nltk janusgraph spatio-temporal-data tigergraph yelp-challenge-dataset

Updated Apr 19, 2020
TSQL

mrfoliveira / Evaluation-procedures-for-forecasting-with-spatio-temporal-data

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"Evaluation procedures for forecasting with spatio-temporal data" -- ECML 2018

evaluation cross-validation regression forecasting spatio-temporal spatio-temporal-analysis evaluation-framework spatio-temporal-data spatio-temporal-prediction

Updated Apr 6, 2021
R

yoshall / stMTMVL

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Multi-task multi-view learning for urban water quality prediction, IJCAI-16

matlab spatio-temporal-data multi-task-learning multi-view-learning

Updated May 3, 2019
MATLAB

UWB-Biocomputing / CorticalCultureAnalysis

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Open

Rewrite clustering.py in C++

stiber commented Feb 14, 2020

uses spikeData.py for data structures

The Python code is very, very slow. We can do much better using C++ and good STL classes. The input files are plain text, so this isn't super complex.

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0 - Backlog good first issue

lidyl / phicore

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Spatio temporal laser metrology

laser physics hdf5 spatio-temporal-analysis metrology spatio-temporal-data

Updated Feb 11, 2019
Python

akhodadadi / VolatilityTrend

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Estimating trend in variance of spatio-temporal data using generalized Lasso

admm convex-optimization lasso-regression spatio-temporal-data

Updated Nov 7, 2018
TeX

cwaldenschreiner / geotag

Star

Procedures and code to query social media APIs to identify the location of user generated spatial content

api social-media tourism flickr analytics protected-areas spatio-temporal-data natural-resources parks

Updated Oct 20, 2017

SharifAmit / CalciumDenoising

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[Pillow] Denoising Images retrieved from Confocal Calcium Imaging.

calcium-imaging image-denoising spatio-temporal-analysis denoising-images spatio-temporal-data confocal-microscopy calcium-imaging-analyzer calcium-signals noise-removal image-denoise confocal-images interstitial-cells-of-cajal denoising-images-extracted background-noise-removal

Updated Oct 13, 2020
Python

aptx1231 / NYC-Dataset

Star

Organize some grid-based traffic flow datasets, mainly New York City bicycle and taxi data

traffic dataset data-collection traffic-data spatio-temporal-data traffic-prediction nyc-taxi-dataset nyc-taxi nyc-bike tdrive traffic-dataset taxibj

Updated Jun 30, 2021

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