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The main obstacles to better research data management and sharing are cultural. But change is in our hands.

20 November 2018

… The main obstacles to better research data management and sharing are cultural. But change is in our hands. … to better support researchers in good data management and sharing practices are typically focused on developing new … crisis and understand that missing data and code is one of the main reasons for it need no convincing of …

Sharing data & code for reproducible neuroimaging

13 April 2018

Sharing data & code for reproducible neuroimaging … about the utility and feasibility of practices like data sharing are needed if we want the community to adopt those … students and principal investigators, on data sharing, code sharing, and good practices around code. This took …

Towards standard practice for sharing of code and data in neuroscience

26 May 2017

Towards standard practice for sharing of code and data in neuroscience … of Nature Neuroscience to establish a pilot code review project. Once papers have been approved in …

Sharing reproducible research – minimum requirements and desirable features

22 May 2018

Sharing reproducible research – minimum requirements and … these as possible is moving in the right direction. Source code and data availability are often seen as important requirements, but documenting what code is trying to achieve, which other software libraries …

Sharing code – what's the point?

11 October 2018

Sharing code – what's the point? Posted … in the UK! As per usual, I’ve shared the source code for the analysis publicly, this time electing to serve … ever be read by anybody. So is there any point in me sharing my code? I guess my answer would have to be …

CW22 - Mini-workshops and demo sessions

02 November 2023

… check your time zone ) Track 1 1.1 Code Review During Development (60 minutes) 2.1 … 1.3b Introducing Best Practice and Overcoming Barriers for Code Sharing and Review in the Life Sciences (14:55 - 15:25 …

How do we improve data management in machine learning?

06 July 2021

… and propose the RSE Toolkit as a possible solution for sharing knowledge, along with Zenodo for sharing data. … specific to their particular problem. No tool, library or code is going to generalise perfectly to all cases. However … to support RSE’s creating robust and sustainable code. This is the ideal platform to host our proposed data …

How to increase citations, ease reviews and facilitate collaboration for ML in applied science

13 February 2023

… even written. Here's the Notebook Model sharing Sharing models is great for reproducibility … so other researchers can use and cite your work! Good code is easy to use and cite! Use these libraries: … black for formatting Write docstrings for docs! (VS Code has a fantastic extension called autoDocstring ) …

Feedback from Software and Research Town Hall at AGU 2013

17 December 2013

… different stakeholders: from scientists developing code for advancing their research to software engineers working with researchers on their scientific code. Thanks to Allen Pope and Melody Sandells (who … Training for Researchers and Code Reuse, Sharing and Publishing . All attendees were encouraged to …

Data Management Plan

02 October 2023

… Zenodo, as well as in institutional repositories. Data Sharing How will you share the data? Data selected for sharing will be deposited in Zenodo, as well as in … we will publish synthetic / example data alongside the code and scripts used to analyse the data. …