YuRiTan/prediction-uncertainty

A frequentist approach to prediction uncertainty

Code used in blog(s)

• A frequentist approach to prediction uncertainty
• Prediction uncertainty - part 2
• Uncertainty evaluation - a comparison of different approaches

Getting started

There are basically two options when running this code. Either you run it locally using Python 3(.7) and virtualenv, or you spin up a docker container which mounts the project in the container. This way you can develop locally while the code is executed inside the docker container.

Prerequisites

Run on local macine:

• Python 3 (3.7)
• virtualenv

Run containerized

• docker
• docker-compose

Usage

To build the docker image and run jupter lab, you can use the following command:

make jupyter

If you want to run it differently, please checkout the Makefile for other options.