Git Product home page Git Product logo

manalkamal / pa-ocha-bucky Goto Github PK

View Code? Open in Web Editor NEW

This project forked from ocha-dap/pa-ocha-bucky

0.0 0.0 0.0 3.8 MB

Since March 2020, the OCHA Centre for Humanitarian Data’s predictive analytics team has worked closely with the Johns Hopkins University Applied Physics Laboratory to build one of the first COVID-19 models specifically designed to support humanitarian response.

Home Page: https://centre.humdata.org/predictive-analytics/

License: MIT License

Python 97.25% Shell 2.75%

pa-ocha-bucky's Introduction

OCHA-Bucky Model

alt text

Documentation Status Lint Passing (master)

The documentation of the model, including how to get started, can be accessed here

If you have any questions or feedback, contact us at [email protected].

About the model

The OCHA-Bucky model is a spatial SEIR model for simulating COVID-19 at the subnational level. The model has been developed as a partnership between UN OCHA and the Johns Hopkins University Applied Physics Laboratory (JHU/APL). The OCHA-Bucky model includes a series of adjustments to a novel COVID-19 model (JHUAPL-Bucky) that incorporates different vulnerability factors to provide insights on the scale of the crisis in priority countries at national and regional levels, how different response interventions are expected to impact the epidemic curve, and the duration of the crisis in specific locations. OCHA-Bucky stratifies COVID-19 dynamics by age and population vulnerability. Input to the model consists of geographically distributed COVID cases and deaths. Model output consists of future projections of these same quantities, as well as severe cases (defined as a proportion of total cases). The model considers both inter-regional mobility of the population and time-varying non-pharmaceutical interventions (NPIs).

OCHA-Bucky has already been used to provide bi-weekly projection reports to six OCHA country offices: Afghanistan, the Democratic Republic of Congo, Iraq, Somalia, Sudan and South Sudan. To this end a separate OCHA model parametrization repository exists for creating the desired inputs for OCHA-Bucky.

pa-ocha-bucky's People

Contributors

mattkinsey avatar ktallaksen avatar tinkaa avatar milanoleonardo avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.