Demo Notebooks

These notebooks provide tutorials for a variety of aspects of the qp code.

Notebook	Description	Download
Exploring qp Files	Explores what is in a qp file and how to create one without an Ensemble.	ensemble_file.ipynb
Conversion example	Explores details of how to convert Ensembles between parameterizations.	conversion_example.ipynb
Iterator Example	Demonstrates how to iterate over a qp file.	iterator_demo.ipynb

Legacy Notebooks

The following are legacy notebooks that work for qp version < 1. They are made available here for reference purposes.

Notebook	Description	Download
Quantile Parameterization	How to use the quantile parameterization	quantile_demo.ipynb
Demo Notebook	Tutorial on how qp distributions work and how to use them	demo.ipynb
Metrics Example	Demonstrates how to calculate some metrics on a qp ensemble	metrics_examples.ipynb
Practical Example	Demonstrates how to use Ensembles with real data (need access to SLAC)	practical_example.ipynb
Mixmod Example	Tutorial on how the Gaussian mixture model parameterization works	mixmod_examples.ipynb