Reproducibility of Research

Open Science Training Handbook designed by EU.
Learning outcomes:
- Understand the necessity of reproducible research and its reasoning.
- Be able to establish a reproducible workflow within the context of an example task.
- Know tools that can support reproducible research.

Broman KW, Woo KH (2018) Data organization in spreadsheets. The American Statistician 78:2–10 (doi:10.1080/00031305.2017.1375989)

Git is released under the GNU General Public License version 2.0, which is an open source license. The Git project chose to use GPLv2 to guarantee your freedom to share and change free software---to make sure the software is free for all its users.

The Jupyter Notebook is an interactive computing environment that enables users to author notebook documents that include: - Live code - Interactive widgets - Plots - Narrative text - Equations - Images - Video

These documents provide a complete and self-contained record of a computation that can be converted to various formats and shared with others using email, Dropbox, version control systems (like git/GitHub) or nbviewer.jupyter.org.

Open Science Framework
A scholarly commons to connect the entire research cycle.

A cloud-based Electronic Lab Notebook (ELN) application enabling researchers to easily create, store, share and manage their research data.