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index.qmd
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---
title: ""
engine: knitr
---
![](images/malariaverse_wide.png){fig-align="center" width="100%" height="100%"}
<div style="text-align: center; font-size: 1.5em; font-weight: bold;">
**End-to-end malaria modelling, powered by data and research, serving national and global needs.**
</div>
------------------------------------------------------------------------
The malariaverse is a constellation of R packages to support the use of [malariasimulation](https://mrc-ide.github.io/malariasimulation/) individual-based malaria transmission model for place specific modelling, for example modelling a specific region or country.
The process often involves:
1. Collecting and processing data that are specific to the place.
2. Using these data to parameterise [malariasimulation](https://mrc-ide.github.io/malariasimulation/).
3. Processing raw model outputs.
4. Optimisation.
Each package targets a specific challenge of this broader process. Current packages in the malariaverse are shown below. Clicking on the package logo will take you to the package site, where you'll find much more detailed information about what the package does and how to use it.
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::: text-center
![](https://mrc-ide.github.io/malariasimulation/reference/figures/malariasimulation.png){width="25%"}
![](https://img.shields.io/badge/Access-Open-success) [![R build status](https://github.com/mrc-ide/malariasimulation/workflows/R-CMD-check/badge.svg)](https://github.com/mrc-ide/malariasimulation/actions) [![Project Status: Active -- The project has reached a stable, usable state and is being actively developed.](https://www.repostatus.org/badges/latest/active.svg)](https://www.repostatus.org/#active)
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::::: grid
::: g-col-6
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umbrella - fitting seasonality parameters from rainfall data
![](https://img.shields.io/badge/Access-Open-success) [![R build status](https://github.com/mrc-ide/umbrella/workflows/R-CMD-check/badge.svg)](https://github.com/mrc-ide/umbrella/actions) [![Project Status: Active -- The project has reached a stable, usable state and is being actively developed.](https://www.repostatus.org/badges/latest/active.svg)](https://www.repostatus.org/#active)
:::
::: g-col-6
[![](https://mrc-ide.github.io/umbrella/reference/figures/Umbrella.png){fig-align="right" width="50%"}](https://mrc-ide.github.io/umbrella/)
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::::: grid
::: g-col-6
[![](https://mrc-ide.github.io/netz/reference/figures/Netz.png){width="50%"}](https://mrc-ide.github.io/netz/)
:::
::: g-col-6
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netz - managing net metrics and distributions
![](https://img.shields.io/badge/Access-Open-success) [![R build status](https://github.com/mrc-ide/netz/workflows/R-CMD-check/badge.svg)](https://github.com/mrc-ide/netz/actions) [![Project Status: Active -- The project has reached a stable, usable state and is being actively developed.](https://www.repostatus.org/badges/latest/active.svg)](https://www.repostatus.org/#active)
:::
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::::: grid
::: g-col-6
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peeps - population demography
![](https://img.shields.io/badge/Access-Open-success) [![R build status](https://github.com/mrc-ide/peeps/workflows/R-CMD-check/badge.svg)](https://github.com/mrc-ide/peeps/actions) [![Project Status: WIP -- Initial development is in progress, but there has not yet been a stable, usable release suitable for the public.](https://www.repostatus.org/badges/latest/wip.svg)](https://www.repostatus.org/#wip)
:::
::: g-col-6
[![](https://mrc-ide.github.io/peeps/reference/figures/Peeps.png){fig-align="right" width="50%"}](https://mrc-ide.github.io/peeps/)
:::
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::::: grid
::: g-col-6
[![](https://mrc-ide.github.io/site/reference/figures/Site.png){width="50%"}](https://mrc-ide.github.io/site/)
:::
::: g-col-6
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site - country and sub-national site information and conversion to malariasimulation parameters
![](https://img.shields.io/badge/Access-Open-success) [![R build status](https://github.com/mrc-ide/site/workflows/R-CMD-check/badge.svg)](https://github.com/mrc-ide/site/actions) [![Project Status: Active -- The project has reached a stable, usable state and is being actively developed.](https://www.repostatus.org/badges/latest/active.svg)](https://www.repostatus.org/#active)
:::
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::::: grid
::: g-col-6
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cali - calibrating model transmission
![](https://img.shields.io/badge/Access-Open-success) [![R build status](https://github.com/mrc-ide/cali/workflows/R-CMD-check/badge.svg)](https://github.com/mrc-ide/cali/actions) [![Project Status: Active -- The project has reached a stable, usable state and is being actively developed.](https://www.repostatus.org/badges/latest/active.svg)](https://www.repostatus.org/#active)
:::
::: g-col-6
[![](https://mrc-ide.github.io/cali/reference/figures/Cali.png){fig-align="right" width="50%"}](https://mrc-ide.github.io/cali/)
:::
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::::: grid
::: g-col-6
[![](https://mrc-ide.github.io/scene/reference/figures/Scene.png){width="50%"}](https://mrc-ide.github.io/scene/)
:::
::: g-col-6
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scene - future scenario builder
![](https://img.shields.io/badge/Access-Open-success) [![R build status](https://github.com/mrc-ide/scene/workflows/R-CMD-check/badge.svg)](https://github.com/mrc-ide/scene/actions) [![Project Status: WIP -- Initial development is in progress, but there has not yet been a stable, usable release suitable for the public.](https://www.repostatus.org/badges/latest/wip.svg)](https://www.repostatus.org/#wip)
:::
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::::: grid
::: g-col-6
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postie - post-processing of malariasimulation outputs
![](https://img.shields.io/badge/Access-Open-success) [![R build status](https://github.com/mrc-ide/postie/workflows/R-CMD-check/badge.svg)](https://github.com/mrc-ide/postie/actions) [![Project Status: WIP -- Initial development is in progress, but there has not yet been a stable, usable release suitable for the public.](https://www.repostatus.org/badges/latest/wip.svg)](https://www.repostatus.org/#wip)
:::
::: g-col-6
[![](https://mrc-ide.github.io/postie/reference/figures/Postie.png){fig-align="right" width="50%"}](https://mrc-ide.github.io/postie/)
:::
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::::: grid
::: g-col-6
[![](https://mrc-ide.github.io/om/reference/figures/Om.png){width="50%"}](https://mrc-ide.github.io/om/)
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::: g-col-6
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om - intervention stratification optimisation with complex budgets
![](https://img.shields.io/badge/Access-Open-success) [![R build status](https://github.com/mrc-ide/om/workflows/R-CMD-check/badge.svg)](https://github.com/mrc-ide/om/actions) [![Project Status: Active -- The project has reached a stable, usable state and is being actively developed.](https://www.repostatus.org/badges/latest/active.svg)](https://www.repostatus.org/#active)
:::
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::::: grid
::: g-col-6
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treasure - a repository for costing data
![](https://img.shields.io/badge/Access-Open-success) [![R build status](https://github.com/mrc-ide/treasure/workflows/R-CMD-check/badge.svg)](https://github.com/mrc-ide/treasure/actions) [![Project Status: Active -- The project has reached a stable, usable state and is being actively developed.](https://www.repostatus.org/badges/latest/active.svg)](https://www.repostatus.org/#active)
:::
::: g-col-6
[![](https://mrc-ide.github.io/treasure/reference/figures/Treasure.png){fig-align="right" width="50%"}](https://mrc-ide.github.io/treasure/)
:::
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------------------------------------------------------------------------