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Curvestat

About

Compute and plot curve-based summary statistics for ensembles of curves. curvestat was written by Jonas L. Juul.

Paper

If you use curvestat please consider citing us! The paper is available here. Download citation

Install

pip install curvestat

curvestat was developed and tested for

  • Python 3.7

What can you do with curvestat?

Given some ensemble of curves,

curve box plot with all-or-nothing ranking

curvestat lets you compute and visualize curve box plots and compare them to fixed-time descriptive statistics.

curve box plot with all-or-nothing ranking

curvestat also lets you make load-duration heatmaps. In the following heatmap for example, the color at (x,y) illustrates the risk of experiencing a load of at least y patients for at least x consecutive days, given an ensemble of 2000 simulated epidemic trajectories.

heatmap where color at (x,y) illustrates risk of experiencing a load of at least y patients for at least x consecutive days

Examples

For examples, please see the 'tests' subfolder

License

This project is licensed under the MIT License.

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Get and plot descriptive statistics for ensembles of curves

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