https://github.com/ANRGenstar/genstar

Generation of Synthetic Populations Library
https://github.com/ANRGenstar/genstar

algorithm-library bayesian-inference bayesian-network combinatorial-optimization datascience demographics java-8 microsimulation multiagent population population-model statistics statistics-library statistics-toolbox synthetic-data synthetic-population-library

Last synced: 10 months ago
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Generation of Synthetic Populations Library

• Host: GitHub
• URL: https://github.com/ANRGenstar/genstar
• Owner: ANRGenstar
• Created: 2016-06-23T12:21:15.000Z (over 9 years ago)
• Default Branch: master
• Last Pushed: 2022-11-16T02:34:55.000Z (over 3 years ago)
• Last Synced: 2025-05-01T00:16:00.580Z (10 months ago)
• Topics: algorithm-library, bayesian-inference, bayesian-network, combinatorial-optimization, datascience, demographics, java-8, microsimulation, multiagent, population, population-model, statistics, statistics-library, statistics-toolbox, synthetic-data, synthetic-population-library
• Language: Java
• Homepage:
• Size: 3.7 MB
• Stars: 20
• Watchers: 10
• Forks: 2
• Open Issues: 38
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-data-synthesis - genstar

README

          
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# Genstar

## Generation of Connected and Spatialized Synthetic Populations

- Core abstractions are define in Core module: IPopulation, IEntity, IAttribute and IValue, together with their direct implemented abtractions 

- Population generation algorithm could be find in Gospl module (generation of synthetic population library)

- Spatialization algorithm could be find in Spll module (Synthetic population localisation library)

- Network algorithm could be find in Spin module (Synthetic population interaction network)

## Maven setup

- just clone the repository

- import as Maven project in your favorite IDE

That's done, all dependencies are handle by maven

- If you want to add dependencies, please insert the corresponding Maven import into the pom.xml of current project you are working on (main pom if it concerns all project)

## Maven compile and deploy

- Run `mvn clean compile` into root folder to build the different Gen* jar (see in `/target` folder)

- If you have a settings.xml correctly configured with [bintray](https://bintray.com/anrgenstar) credentials, you can deploy the Gen* jar on Bintray using `mvn deploy` command