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Wednesday, September 25 • 10:30am - 6:15pm
Creating Reproducible Experimentation Workflows with Popper: A Hands-on, Bring Your Own Code Tutorial

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Currently, approaches to scientific research require activities that take up much time but do not actually advance our scientific understanding. For example, researchers and their students spend countless hours reformatting data and writing code to attempt to reproduce previously published research. What if the scientific community could find a better way to create and publish their workflows, data, and models to minimize the amount of the time spent “reinventing the wheel”? Popper is an experimentation protocol and CLI tool for implementing scientific exploration pipelines following a DevOps approach that allows researchers to generate work that is easy to reproduce and extend.

Modern open source software development communities have created tools that make it easier to manage large codebases, allowing them to deal with high levels of complexity, not only in terms of managing code changes, but with the entire ecosystem that is needed in order to deliver changes to software in an agile, rapidly changing environment. These practices and tools are collectively referred to as DevOps. The Popper experimentation protocol repurposes the DevOps practice in the context of scientific explorations so that researchers can leverage existing tools and technologies to maintain and publish scientific analyses that are easy to reproduce.

In the first part of this tutorial, we will briefly introduce DevOps and give an overview of best practices. We will then show how these practices can be repurposed for carrying out scientific explorations and illustrate using some examples. The second part of the course will be devoted to hands-on experiences with the goal of walking the audience through the usage of the Popper CLI tool.

Participants will need a laptop with internet access. Participants are welcome to bring their own code/data for the exercises and should go over these setup instructions prior to the course: https://popperized.github.io/swc-lesson/setup.html



Wednesday September 25, 2019 10:30am - 6:15pm
Rousseau West Room