Combining ORD Demo

This folder contains the scripts necessary to run a demo of the method described in Combining_results_in_ORD_v1.1.pdf.

Installation + Usage

Run pip install -r requirements.txt.

To view the notebooks run jupyter lab

Project dependencies are specified in requirements.in and pip-tools is used to specify the requirements.txt.

PiWindExample

The PiWindExample/ contains the exposure files used in this demo. Run install.sh to setup the PiWind model.

The full/ directory contains the full test exposure set for PiWind and the split/ exposure set is the full exposure set split in two randomly. We run the combining_ord procedure on the 10 location version of the exposure set.

Notebooks

The notebooks/ folder contains the demos for combining ORD files.

Note this directory was prepared using jupytext and so the notebooks {filename}.ipynb are paired with a python script file {filename}.py.

There are two notebooks in this directory.

1. CombineORD.ipynb - Performs the full procedure for combining the results from the split/ exposure set.
   • Example outputs from running using MELT, QELT and SELT are stored in the outputs/combined_ord-{m, q, s}elt directories respectively.

2. OutputComparison.ipynb - Compare the output of CombineORD.ipynb with the output from running PiWind on the full/ exposure set.