status: Recognised & Endorsed

Chair (s): Limor Peer, Lauren Cadwallader, Tom Honeyman, Mandy Gooch

Group Email: [group_email]

Secretariat Liaison: bridget.walker@rda-alliance.org


Overview

This interest group seeks to advance and enable reproducibility in research based on or producing datasets that require code. Our goals are to build bridges with the many RDA external efforts addressing reproducibility, doing so in coordination with the other RDA Working and Interest Groups where appropriate. Our efforts may also produce Working Groups that can develop recommendations and solutions.

This Group follows the broad definition of reproducibility stated by Turing Way in order to provide an inclusive framework for discussions.

 

Charter

The charter describes what this interest group is seeking to do and how you can be involved. Below is a summary of key details.

 

Objectives

  1. Provide a forum for a holistic discussion of RDA developments around data and code relating to Reproducibility, in the areas covered by the topics below.
  2. Identify and discuss the development and adoption of relevant tools, workflows, and computational infrastructure.
  3. Develop a research agenda aimed to increase the reliability of the scientific record and reduce irreproducibility and informed by current advances, challenges, and prominent areas of interest relating to reproducibility, for example, FAIR principles, open science, data integrity, research assessment, metascience, and artificial intelligence.

Topics for discussion include:

  1. the identification and adoption of community-determined definitions on ‘reproducibility’, including its value, limitations, and applicability within various research domains
  2. the persistent linking and availability of data and code (via repositories or other mechanisms) used in the generation of published research results, with the publication itself
  3. the development, encouragement, and adoption of metadata standards for data and code, especially for those linked to publications
  4. the development, encouragement, and adoption of data and code publication, authorship, and citation practices, especially for those linked to publications

 

Involvement

The Reproducibility Interest Group is open to all RDA members to participate. Participation is possible in three ways:

  1. participation in plenary sessions once or twice a year
  2. participation in the organisation of future sessions, or activities arising from specific sessions
  3. coordination, planning and implementing or overseeing the above (otherwise known as co-chairing)

We welcome input and participation on technical, practical and social aspects of reproducibility. We are open to joint sessions with existing RDA groups and RDA-external groups interested in reaching the members of the RDA with an interest in reproducibility.

Please contact one of the co-chairs to let us know if you're interested.

 

Future Activities

We intend to hold open organising meetings in the lead up to and organisation of plenary sessions. These will be shown on the events tab.

 

Plenary 21 (2023)

Introducing the reestablished Reproducibility IG

 

Past Activities:

Plenary 20 (2023)

Computational Reproducibility: What's Next for RDA? (recording)

 

Past Phase of the Reproducibility Interest Group

The Reproducibility Interest Group ran from Dec 2014 to Aug 2019 before closing for several years. The full aims of the group were laid out in the case statement.

 

Plenary 8:

Plenary 6:

Plenary 5:

Plenary 4:

  • IG Reproducibility (no link)

 

Co-Chairs

We are open to regular rotation of the co-chairing of the group. We particularly welcome co-chairing from members of RDA-external groups interested in the proposal and planning of plenary sessions with a focus on new audiences, needs or interests not previously covered by plenary sessions by this group.

Please contact one of the current co-chairs to let us know if you're interested, after you have read about the roles and responsibilities of RDA co-chairs.

 

Current (2023-)

Past (2014-2019)

 

Posts

16
August
2023

Re-established Reproducibility Interest Group -- endorsed by RDA Council

by Limor Peer

We are pleased to announce that the Reproducibility Interest Group was endorsed by the RDA Council in July 2023!  
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30
July
2023

Strategies for Machine Learning Reproducibility webinar

by Daniel S. Katz

(resending with corrected links) On August 22nd, 2023, at 8am PT (1500 UTC), FARR will kick off their AI reproducibility webinar series with a focus on ML reproducibility. The event titled, Strategies for Machine Learning Reproducibility, will be presented by Dr. Odd Erik Gundersen and Kevin Coakley. Major takeaways will include valuable insights and practical ideas to help achieve reproducibility in ML and a solid understanding of common pitfalls that can undermine the reproducibility of research. Register for this event here !
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30
July
2023

Strategies for Machine Learning Reproducibility webinar

by Daniel S. Katz

On August 22nd, 2023, at 8am PT (1500 UTC), FARR will kick off their AI reproducibility webinar series with a focus on ML reproducibility. The event titled, Strategies for Machine Learning Reproducibility, will be presented by Dr. Odd Erik Gundersen and Kevin Coakley. Major takeaways will include valuable insights and practical ideas to help achieve reproducibility in ML and a solid understanding of common pitfalls that can undermine the reproducibility of research. Register for this event here !
0 | Add new comment
30
July
2023

Strategies for Machine Learning Reproducibility webinar

by Daniel S. Katz

On August 22nd, 2023, at 8am PT (1500 UTC), FARR will kick off their AI reproducibility webinar series with a focus on ML reproducibility. The event titled, Strategies for Machine Learning Reproducibility, will be presented by Dr. Odd Erik Gundersen and Kevin Coakley. Major takeaways will include valuable insights and practical ideas to help achieve reproducibility in ML and a solid understanding of common pitfalls that can undermine the reproducibility of research. Register for this event here !
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18
July
2023

RDA P21 @ IDW 2023 - Notification of Acceptance

by Secretariat Group Account

Dear Chairs of the Reproducibility IG Your RDA P21 session application titled Introducing the reestablished Reproducibility IG has been approved. Please consider this your official notification of acceptance. Key dates to keep in mind: * Draft programme to be published on Friday, 28 July * Any requests for changes must be made by Monday, 21 August to ***@***.***-foundation.org * P21 programme will be deemed final by Tuesday, 22 August
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20
June
2023

Reminder: Community review of the new charter for the Reproducibility IG

by Limor Peer

Dear members of the historical Reproducibility IG,   This is a friendly reminder that, 
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25
May
2023

Reproducibility IG Mailing List Update & New Charter Open For Community Feedback

by Mandy Gooch

Dear Members of the Historical Reproducibility Interest Group,  
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13
March
2023

Birds of Feather session on Computational Reproducibility at Plenary 20

by Tom Honeyman

Hi All, I'm writing to let you know about an upcoming birds of a feather session on Computational Reproducibility at the next plenary, which I hope you can attend.
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13
March
2023

Birds of Feather session on Computational Reproducibility at Plenary 20

by Tom Honeyman

Hi All, I'm writing to let you know about an upcoming birds of a feather session on Computational Reproducibility at the next plenary, which I hope you can attend.
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29
October
2021

RDA CURE-FAIR WG: Invitation to attend our session at the RDA Plenary 18

by Limor Peer

We encourage the RDA community to join our session, “Connecting the Dots on Curating for FAIR and Reproducible Research,” at the RDA VP18 Plenary (Wednesday, November 3, 2021, 22:30-00:00 UTC, Breakout 3).   Meeting agenda:
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