Compute and plot curve-based summary statistics for ensembles of curves.
curvestat was written by Jonas L. Juul.
pip install curvestat
curvestat was developed and tested for
- Python 3.7
What can you do with
Given some ensemble of curves,
curvestat lets you compute and visualize curve box plots and compare them to fixed-time descriptive statistics.
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.
For examples, please see the 'tests' subfolder
This project is licensed under the MIT License.