https://github.com/abelsiqueira/the-turing-way

Host repository for The Turing Way: a how to guide for reproducible data science

Science Score: 23.0%

This score indicates how likely this project is to be science-related based on various indicators:

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CITATION.cff file
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codemeta.json file
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.zenodo.json file
✓
DOI references
Found 14 DOI reference(s) in README
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Academic publication links
Links to: scholar.google, zenodo.org
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Scientific vocabulary similarity
Low similarity (8.0%) to scientific vocabulary

Last synced: 9 months ago · JSON representation

Repository

Host repository for The Turing Way: a how to guide for reproducible data science

Basic Info

Host: GitHub
Owner: abelsiqueira
License: other
Default Branch: main
Homepage: https://the-turing-way.netlify.app
Size: 383 MB

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Fork of the-turing-way/the-turing-way

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# _The Turing Way_

>_This README.md file in also available in Dutch ([README-Dutch](README-translated/README-Dutch.md)), French ([README-French.md](README-translated/README-French.md)), German ([README-German.md](README-translated/README-German.md)), Indonesian ([README-Indonesian](README-translated/README-Indonesian.md)), Italian ([README-Italian](README-translated/README-Italian.md)), Korean ([README-Korean](README-translated/README-Korean.md)), Portuguese ([README-Portuguese](README-translated/README-Portuguese.md)), and Spanish ([README-Spanish](README-translated/README-Spanish.md)) (listed alphabetically)._

*Total Contributors:*


[![All Contributors](https://img.shields.io/badge/all_contributors-297-orange.svg)](#contributors)


| Information | Links |
| :--- | :--- |
| **Project** | [![Read the book](https://img.shields.io/badge/read-the%20book-blue.svg)](https://the-turing-way.netlify.com) [![](https://img.shields.io/static/v1?label=TuringWay&message=I%20want%20to%20contribute!&color=yellow&logo=data%3Aimage%2Fpng%3Bbase64%2CiVBORw0KGgoAAAANSUhEUgAAABAAAAAQCAYAAAAf8%2F9hAAACYklEQVQ4jXXTy09TQRTH8f5VPhI1xoVxYURNAFcmRleaGDdGXQlKAYkLUARNfICoScGKpTyE3t5bkKD2AUQepUXB0gcgLTalD9rema8LKRVrT3I2k%2Fl95kwyY6BMfQiFqHaoVDlUBoJBZJl9hn8XRsIhqh0abd55tnWdrBA8WfBSpakMhUqhXUCJhKl2aLR65%2FEtLeGc%2BYoy5aHf46bX7cThctK%2BAw2HQkVAW41wzqHRMjNNRteR%2BQzGjg5udZtQ47FiO50gdLZ1nVbvPNUOFSUSxnB4sJ%2F0TjCTTjHk%2BoJl%2BRtqPEaL6zMH79Rw0dyDVVURqRgyn0EkN8jkshwZGsBQodgQyQ2kyDPsce859drjdqLRKE0D%2FZhHR5F6DpHc2B3%2FjF3BcFqxARIpBXXmt9ii67vAYDhIr8fNx0UfE3OzzC0sIHIpxNYqSPEHqFBsiFQMkU3h8vs5%2FvABTeNje6BCj%2FxcwzLlIZHYROq5v4EoIr2JyCbJ57Kobjd3u7o41v4I68pyCfTGrhSvUKHYAJD5bcTWGjKbJJdO4A8E6JyexP4rWgK8Vkb2AjK7hcxnmZybxfF9kff%2BhZJQofvXwhg7O4vAfU2l79ME79xOrjY3c9ZYVzZs8nvZf6%2BRQCRCTgiODg1iCK6vc6WtjZM1tzlRW8sNa99%2Fx64fH%2BNAQz0un49nfh%2BVmspAcKX4lKWUbMbjXOg2cf3Vy%2BLIoRWqekxc7nhB6%2FQ0lZqKJRBAyjKfKZFIcKixgVPPn3LTamFfUyPne7qp1Oz0Bn4g5d7vVAIUamJ2FqPZzCW7gvlHabBQvwE2XnlAiFRrOwAAAABJRU5ErkJggg%3D%3D)](https://github.com/alan-turing-institute/the-turing-way/blob/main/CONTRIBUTING.md) |
| **News** | [![Twitter Follow](https://img.shields.io/twitter/follow/turingway?style=social)](https://twitter.com/turingway) [![Join our tinyletter mailing list](https://img.shields.io/badge/receive-our%20newsletter%20%EF%B8%8F-blueviolet.svg)](https://tinyletter.com/TuringWay)  [![YouTube Channel Views](https://img.shields.io/youtube/channel/views/UCPDxZv5BMzAw0mPobCbMNuA?style=social)](https://www.youtube.com/channel/UCPDxZv5BMzAw0mPobCbMNuA)  |
| **Chat** | [![Join Slack](https://img.shields.io/badge/Chat-on%20Slack-ff69b4)](https://join.slack.com/t/theturingway/shared_invite/zt-fn608gvb-h_ZSpoA29cCdUwR~TIqpBw) [![GitHub issues](https://img.shields.io/github/issues/alan-turing-institute/the-turing-way)](https://github.com/alan-turing-institute/the-turing-way/issues) [![GitHub pull requests](https://img.shields.io/github/issues-pr/alan-turing-institute/the-turing-way)](https://github.com/alan-turing-institute/the-turing-way/pulls) |
| **Build** | [![Netlify build](https://github.com/alan-turing-institute/the-turing-way/workflows/CI/badge.svg)](https://github.com/alan-turing-institute/the-turing-way/actions?query=workflow%3ACI+branch%3Amain) [![Latin Phrases](https://github.com/alan-turing-institute/the-turing-way/workflows/Check%20for%20Latin%20Phrases/badge.svg)](https://github.com/alan-turing-institute/the-turing-way/actions?query=workflow%3A%22Check+for+Latin+Phrases%22+branch%3Amain) [![TestFileSizes](https://github.com/alan-turing-institute/the-turing-way/workflows/TestFileSizes/badge.svg)](https://github.com/alan-turing-institute/the-turing-way/actions?query=workflow%3ATestFileSizes+branch%3Amain) [![Check for Lorem Ipsums](https://github.com/alan-turing-institute/the-turing-way/workflows/Check%20for%20Lorem%20Ipsums/badge.svg)](https://github.com/alan-turing-institute/the-turing-way/actions?query=workflow%3A%22Check+for+Lorem+Ipsums%22+branch%3Amain) |
| **Cite** |  [![Cite this using DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.3233853.svg)](https://doi.org/10.5281/zenodo.3233853) |

*Welcome to The Turing Way project GitHub repository. This is where all the components of the project are developed, reviewed and maintained.*

_The Turing Way_ is a handbook to reproducible, ethical and collaborative data science.
We involve and support a diverse community of contributors to make data science accessible, comprehensible and effective for everyone.
Our goal is to provide all the information that researchers and data scientists in academia, industry and the public sector need at the start of their projects to ensure that they are easy to reproduce at the end.

[![The Turing Way project is a book, community, an open-source project and a culture of collaboration. This is shown in four illustrations, the first one showing the Turing Way book, the second showing how the community can grow, the third one showing two people collaborating on a pull request, the last one is showing a balance where reproducibility is valued more than the number of papers published](book/website/figures/README_imgs/README_turingway.png)](https://docs.google.com/presentation/d/13Nm8LcRW87ffxEugGEs5j6HKQEvhiuH8b7MfIdX7MpI/edit#slide=id.p1).

*The Turing Way is a book, a community and a global collaboration.*

All stakeholders, including students, researchers, software engineers, project leaders and funding teams, are encouraged to use _The Turing Way_ to understand their roles and responsibility of reproducibility in data science.
You can read the book [online](https://the-turing-way.netlify.app), contribute to the project as described in our [contribution guidelines](https://github.com/alan-turing-institute/the-turing-way/blob/main/CONTRIBUTING.md) and re-use all materials ([see the License](https://github.com/alan-turing-institute/the-turing-way/blob/main/LICENSE.md)).

[![This is a screenshot of the online Turing Way book. It also shows one of the Turing Way illustrations at the beginning of the book. In this illustration, there is a road or path with shops for different data science skills. People can go in and out with their shopping cart and pick and choose what they need.](book/website/figures/README_imgs/README_book.png)](https://the-turing-way.netlify.app/welcome.html)

*Screenshot of The Turing Way online book ([use this image in a presentation](https://drive.google.com/file/d/1wJR664YECSc8b_RSHeyVjDlHs-Ls9lkc/view?usp=sharing))*

Started in 2019 as a lightly opinionated guide to data science, _The Turing Way_ has since expanded into a series of guides on Reproducible Research, Project Design, Communication, Collaboration and Ethical Research.
Each guide offers chapters on a range of topics covering best practices, guidance and recommendations.
These chapters have been co-authored by contributors who are students, researchers, educators, community leaders, policy-makers and professionals from diverse backgrounds, lived experiences and domain knowledge.

***Our moonshot goal is to make reproducibility "too easy not to do".***

**Table of Contents:**

- [About the project](#about-the-project)
- [The Team](#the-team)
- [Contributing](#contributing)
- [Citing _The Turing Way_](#citing-the-turing-way)
- [Get in touch](#get-in-touch)
- [Contributors](#contributors)

 If you prefer an audio introduction to the project, our team member Rachael presented at the [Open Science Fair 2019](https://www.opensciencefair.eu/) in Porto and her demo was recorded by the [Orion podcast](https://orionopenscience.podbean.com/e/the-fair-is-in-town-figshare-the-turing-way-and-open-science-quest-at-the-osfair2019/).
_The Turing Way_ overview starts at minute 5:13.

### About the Project

Reproducible research is necessary to ensure that scientific work can be trusted.
Funders and publishers are beginning to require that publications include access to the underlying data and the analysis code.
The goal is to ensure that all results can be independently verified and built upon in future work.
This is sometimes easier said than done.
Sharing these research outputs means understanding data management, library sciences, software development, and continuous integration techniques: skills that are not widely taught or expected of academic researchers and data scientists. 
As these activities are not commonly taught, we recognise that the burden of requirement and new skill acquisition can be intimidating to individuals who are new to this world.
_The Turing Way_ is a handbook to support students, their supervisors, funders and journal editors in ensuring that reproducible data science is "too easy not to do" even for people who have never worked in this way before.
It will include training material on version control, analysis testing, and open and transparent communication with future users, and build on Turing Institute case studies and workshops.
This project is openly developed and any and all questions, comments and recommendations are welcome at our GitHub repository: .

### The Team

_The Turing Way_ is an open collaboration and community-driven project.
Everyone who contributes to this book, no matter how small or big their contributions are, is recognised in this project as a contributor and a community member. 
Long-term contributors of the project are considered part of the core contributors groups who take on various leadership roles in the project.

The project is coordinated by the lead investigators **Kirstie Whitaker** (founder) and **Malvika Sharan** (community developer) and hosted at [The Alan Turing Institute](https://www.turing.ac.uk/).

You can read [_The Turing Way_ acknowledgement process](https://the-turing-way.netlify.app/community-handbook/acknowledgement/acknowledgement-members.html#community-members-contributors-and-co-authors) and [Record of Contributions](https://the-turing-way.netlify.app/afterword/contributors-record.html) to learn about how we acknowledge your work and how our contributors are highlighted in the project.
Please see the [Contributors Table](#contributors) for the GitHub profiles of all our contributors.

### Contributing

:construction: This repository is always a work in progress and **everyone** is encouraged to help us build something that is useful to the many. :construction:

Everyone who joins the project is expected to follow our [code of conduct](CODE_OF_CONDUCT.md) and to check out our [contributing guidelines](CONTRIBUTING.md) for more information on how to get started.
We want to meet our contributors where they are.
Therefore, we provide multiple entry points for you to contribute based on your interest, availability or skill requirements.

![This image shows six of many kinds of contributions that anyone can make. These are: Develop and share, Maintain and improve, Share resources, Review and update, Make it global through translation, and Share best practices](book/website/figures/README_imgs/README_contributions.png)

*Contributions include development and sharing of new chapters; maintenance and improvement of existing chapters; sharing _The Turing Way_ resources; review and updating of previously developed materials; translating its chapter to help make this project globally accessible, and sharing best practices in research.*

Community members are provided with opportunities to learn new skills, share their ideas and collaborate with others.
They are also given mentorship opportunities in the project as they make their contributions to _The Turing Way_ or other open source projects and are encouraged to mentor new participants of the project.

We have created a [promotion pack](https://github.com/alan-turing-institute/the-turing-way/tree/main/communications/promotion-pack) to help you in presenting and sharing about _The Turing Way_ in your network.

### Citing _The Turing Way_

You can reference _The Turing Way_ through the project's Zenodo archive using DOI: [10.5281/zenodo.3233853](https://doi.org/10.5281/zenodo.3233853).
DOIs allow us to archive the repository and they are really valuable to ensure that the work is tracked in academic publications.

The citation will look something like this:

> The Turing Way Community, Becky Arnold, Louise Bowler, Sarah Gibson, Patricia Herterich, Rosie Higman,  Kirstie Whitaker. (2019, March 25). The Turing Way: A Handbook for Reproducible Data Science (Version v0.0.4). Zenodo. 

You can also share the human-readable URL to a page in the book, for example, , but be aware that the project is under development and therefore these links may change over time.
You might want to include a web archive link such as  to make sure that you don't end up with broken links everywhere!

We really appreciate any references that you make to _The Turing Way_ project in your and we hope it is useful.
If you have any questions please [get in touch](#get-in-touch).

### Citing _The Turing Way_ Illustrations

  


_The Turing Way_ illustrations are created by artists from [Scriberia](https://www.scriberia.co.uk/) as part of [_The Turing Way_ book dashes](https://github.com/alan-turing-institute/the-turing-way/tree/main/workshops/book-dash) in Manchester on 17 May 2019, London on 28 May 2019 and 21 February 2020, and online on 27th November 2020 and 28th May 2021.
They depict a variety of content from the handbook, collaborative efforts in the community and _The Turing Way_ project in general.
These illustrations are available on Zenodo ([https://doi.org/10.5281/zenodo.3332807)](https://doi.org/10.5281/zenodo.3332807) under a CC-BY license.

When using any of the images, please include the following attribution:

> This image was created by Scriberia for The Turing Way community and is used under a CC-BY licence.

The latest version from Zenodo can be cited as:

> The Turing Way Community, & Scriberia. (2021, May 29). Illustrations from the Turing Way book dashes. Zenodo. https://doi.org/10.5281/zenodo.4906004

We have used a few of these illustrations in the [Welcome Bot](https://github.com/apps/welcome)'s responses to new members' contributions in this GitHub repository.

### Get in Touch

#### Email

You can contact *The Turing Way* team by emailing [theturingway@gmail.com](mailto:theturingway@gmail.com).

You can also contact **Malvika Sharan** by emailing [msharan@turing.ac.uk](mailto:msharan@turing.ac.uk) or **Kirstie Whitaker** by emailing [kwhitaker@turing.ac.uk](mailto:kwhitaker@turing.ac.uk).



#### Chat

Connect with others and discuss your ideas on Slack using [this invitation link](https://join.slack.com/t/theturingway/shared_invite/zt-fn608gvb-h_ZSpoA29cCdUwR~TIqpBw).

We also have a Gitter chat room (if you prefer an open source alternative for chat) and we'd love for you to swing by to say hello at .
The room is also accessible with a [Matrix](https://matrix.org) account at [#alan-turing-institute_the-turing-way:gitter.im](https://matrix.to/#/#alan-turing-institute_the-turing-way:gitter.im).

#### Recieve Updates

We have a *tinyletter* mailing list to which we send monthly project updates.
Subscribe at .

You can also follow us on Twitter ([@turingway](https://twitter.com/turingway)).

## Contributors

Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/docs/en/emoji-key)):





  
    
_{Aakash Raj}

    
_{Achintya Rao}
 
    
_{Adina Wagner}

    
_{Aditi Shenvi}

    
_{Afzal Ansari}

    
_Ago3

    
_{Ahmed Essam}

  
  
    
_{Aida Mehonic}

    
_{Albert Hornos Vidal}
 
    
_{Alden Conner}

    
_Alejandro

    
_{Alex Bird}
 
    
_{Alex Chan}

    
_{Alex Clarke}

  
  
    
_{Alexander Morley}
     
    
_{Ali Seyhun Saral}

    
_{Andrea Pierr}

    
_{Andreea Avramescu}

    
_{Andrei Alexandru}
 
    
_{Andrew Stewart}

    
_{Andrian Nobella}

  
  
    
_{Angelo Varlotta}

    
_{Aniketh Varma}

    
_{Anna Hadjitofi}
  
    
_{Anna Krystalli}
    
    
_{Annabel Elizabeth Whipp}

    
_{Arielle-Bennett}
  
    
_{Aryan nath}

  
  
    
_{Augustinas Sukys}

    
_{Barbara Vreede}

    
_Batool
    
    
_{Becki Green}
 
    
_{Becky Arnold}
    
    
_{Benjamin Mummery}
 
    
_{Beth Montague-Hellen}

  
  
    
_{Bouwe Andela}

    
_{Brandon Lee}

    
_{Brigitta Sipcz}

    
_{Bruno Camino}

    
_{Callum Mole}

    
_{Cameron Trotter}

    
_{Camila Rangel Smith}
  
  
  
    
_{Carlos Martinez}
  
    
_{Carlos Vladimiro Gonzlez Zelaya}

    
_{Cassandra Gould van Praag}
 
    
_{Cem Ulus}

    
_{Chad Gilbert}

    
_{Chandler Klein}

    
_{Chanuki Illushka Seresinhe}

  
  
    
_{Charlotte Watson}

    
_{Chris Holdgraf}
 
    
_{Chris Markiewicz}

    
_{Chris Tomlinson}

    
_{Christina Hitrova}

    
_{Christopher Lovell}

    
_{Clare Liggins}

  
  
    
_{Colin Sauze}
 
    
_{Collin Schwantes}

    
_DaisyParry

    
_{Dan Hobley}

    
_{Danbee Kim}

    
_{Daniel Lintott}

    
_{Daniel Mietchen}

  
  
    
_{Daniel Nst}

    
_{Danny Garside}
  
    
_{David Foster}
 
    
_{David Stansby}

    
_DerienFe

    
_{Diego Alonso Alvarez}
 
    
_{Dimitra Blana}
 
  
  
    
_{Dinesh kumar}

    
_{Eirini Malliaraki}

    
_{Eirini Zormpa}
 
    
_{Elizabeth DuPre}
  
    
_{Em K}
    
    
_{Enrico Glerean}

    
_{Eric Daub}

  
  
    
_{Eric Leung}

    
_{Eric R Scott}

    
_{Esther Plomp}
      
    
_{Evelina Gabasova}
 
    
_{Federico Nanni}
  
    
_{Ferran Gonzalez Hernandez}

    
_{Florian Gilcher}

  
  
    
_{Frances Cooper}
 
    
_{Frances Madden}

    
_{Fuad Reza Pahlevi}

    
_Georgia

    
_{Georgia Atkinson}

    
_{Georgia Tomova}

    
_{Georgiana Elena}

  
  
    
_{Gertjan van den Burg}
  
    
_{Gianni Scolaro}

    
_{Graham Lee}
 
    
_{Greg Kiar}
 
    
_{Gustavo Becelli do Nacimento}

    
_{Heidi Seibold}
 
    
_{Hieu Hoang}

  
  
    
_Iain

    
_{Ian Hinder}

    
_IsabelBirds

    
_{Isil Bilgin}

    
_Ismael-KG
   
    
_JKasmire

    
_{Jade Pickering}

  
  
    
_{James Kent}

    
_{James Myatt}

    
_{James Robinson}
 
    
_{James Thomas}

    
_{Jason Gates}
 
    
_{Javier Moldon}

    
_{Jay Dev Jha}

  
  
    
_{Jennifer Ding}

    
_{Jeremy Leipzig}

    
_Jessica

    
_{Jessy Provencher}

    
_{Jez Cope}

    
_{Jill Wang}

    
_{Jim Madge}
 
  
  
    
_{Joanna Leng}
 
    
_{Joe Early}

    
_{Joe Fennell}

    
_{Joshua Teves}

    
_{Jos Mara Fernndez}

    
_{Julia Guiomar Niso Galn}
 
    
_{Julien Colomb}

  
  
    
_{Katherine Dixey}

    
_Kelly-dot

    
_{Kesson Magid}

    
_{Kevin Kunzmann}
  
    
_{Kim De Ruyck}

    
_{Kim De Ruyck}

    
_{Kirstie Whitaker}
       
  
  
    
_{Kristijan Armeni}

    
_{Krunal Rank}

    
_{Lachlan Mason}
  
    
_{Laura Acion}
  
    
_{Laura Carter}
   
    
_Lenka

    
_{Liberty Hamilton}

  
  
    
_Lion-admin

    
_{Louise Bowler}
      
    
_Lovkush

    
_{Luca Bertinetto}

    
_{Luigi Scalzone}

    
_Luna

    
_{Lupe CaMay}

  
  
    
_{Malvika Sharan}
       
    
_{Maria Eriksson}

    
_Mariam-ke

    
_{Mariana V.}
 
    
_Mariona

    
_{Mark Woodbridge}
 
    
_{Markus Lning}
 
  
  
    
_Marta-MM
 
    
_{Martin O'Reilly}
  
    
_{Martina G. Vilas}
    
    
_{Mateusz Kuzak}
    
    
_{Matthew Evans}

    
_{Max Joseph}

    
_{Michael Grayling}

  
  
    
_{Miguel Rivera}

    
_{Mustafa Anil Tuncel}

    
_{Nadia Soliman}

    
_{Naomi Penfold}
 
    
_{Natacha Chenevoy}

    
_{Natalie Thurlby}
 
    
_{Nathan Begbie}
 
  
  
    
_{Neha Moopen}
 
    
_{Neil Chue Hong}

    
_{Nick Barlow}
 
    
_Nico

    
_{Nicols Alessandroni}

    
_Nina

    
_{Nomi Harris}

  
  
    
_{NotActuallyACat}

    
_{Obi Thompson Sargoni}

    
_{Oliver Clark}

    
_{Oliver Forrest}
   
    
_{Oliver Hamelijnck}

    
_{Oliver Strickson}
  
    
_{Oscar Giles}

  
  
    
_{Pablo Rodrguez-Snchez}

    
_{Patricia Herterich}
    
    
_{Paul Dominick Baniqued}

    
_{Paul Owoicho}
   
    
_{Paula Andrea Martinez}
 
    
_{Pedro Pinto da Silva}

    
_PeterC-ATI

  
  
    
_{Philip Darke}

    
_{Phillip Crout}

    
_{Pierre Grimaud}

    
_{Pooja Gadige}
 
    
_{Pranav Mahajan}

    
_{Przemek Dolata}

    
_{Rachael Ainsworth}
     
  
  
    
_{Radka Jersakova}
 
    
_{Raniere Silva}

    
_{Reina Camacho Toro}

    
_{Remi Gau}
 
    
_{Reshama Shaikh}

    
_{Richard Gilham}
 
    
_{Risa Ueno}

  
  
    
_{Robert Precious}

    
_{Robin Long}

    
_{Rohit Midha}

    
_{Romero Silva}

    
_{Rose Sisk}

    
_{Rosie Higman}
   
    
_{Rosti Readioff}

  
  
    
_SYU-NING

    
_{Samuel Guay}

    
_{Samuel Nastase}

    
_{Sangram K Sahu}

    
_{Sarah Gibson}
        
    
_{Sarah Stewart}
 
    
_{SarahAlidoost}

  
  
    
_{Sedar Olmez}

    
_Sergi
 
    
_{Shankho Boron Ghosh}

    
_{Sian Bladon}

    
_{Siba Smarak Panigrahi}

    
_{Simon Christ}

    
_Solon

  
  
    
_{Sophia Batchelor}
   
    
_Sparkler

    
_{Srishti Nema}
 
    
_{Stefan Janssen}

    
_{Stefan Verhoeven}

    
_{Stephan Druskat}
  
    
_{Stephen Eglen}

  
  
    
_{Sumera Priyadarsini}

    
_{Susanna-Assunta Sansone}

    
_{Tania Allard}
 
    
_{Tarek Allam}
 
    
_{Tess Gough}

    
_{Thomas Sandmann}

    
_{Thya van den Berg}

  
  
    
_{Tim Head}
 
    
_{Tim Myers}

    
_{Tim Powell}
 
    
_{Tony Yang}
  
    
_{Tushar Rohilla}
 
    
_{Veronika Cheplygina}
 
    
_Victoria

  
  
    
_{Victoria Dominguez del Angel}

    
_{Warrick Ball}
 
    
_{Wiebke Toussaint}

    
_{Will Hulme}

    
_{Wolmar Nyberg kerstrm}

    
_{Xiaoqing Chen}

    
_{Yanina Bellini Saibene}
  
  
  
    
_{Yash Varshney}

    
_Yini

    
_{Yo Yehudi}
 
    
_{Yu-Fang Yang}

    
_ZoeIngr

    
_abrown41
 
    
_acork25

  
  
    
_akira-endo

    
_{alessandroragano}

    
_alihumayun
 
    
_andreabecsek

    
_andrealuppi

    
_ashatitus
 
    
_beccawilson

  
  
    
_benkrikler
 
    
_{ceciledebezenac}

    
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_daniguariso

    
_giuliaok

    
_glumand

    
_griff-rees

  
  
    
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_irenekp

    
_kgrieman

    
_l-gorman

    
_leavanh

    
_lottycoupat
 
    
_mcnanton
 
  
  
    
_mishkanemes

    
_mjcasy
 
    
_msanter01
 
    
_oxpeter

    
_{peterrhysstrong}

    
_rabbits99

    
_raptorchief

  
  
    
_sallyob123

    
_sethsh7

    
_sliaqat3

    
_smasarone

    
_swalkoAI

    
_takuover

    
_tugceoruc

  
  
    
_vasilisstav

    
_vcpope

    
_{yaseminturkyilmaz}
 
  







This project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification.
Contributions of any kind welcome!

Owner

Name: Abel Soares Siqueira
Login: abelsiqueira
Kind: user
Location: Amsterdam - The Netherlands
Company: Netherlands eScience Center

Website: https://abelsiqueira.com
Twitter: abel_siqueira
Repositories: 331
Profile: https://github.com/abelsiqueira

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Open Source Science

https://github.com/abelsiqueira/the-turing-way

Science Score: 23.0%

Repository

Basic Info

Statistics

https://github.com/abelsiqueira/the-turing-way/blob/main/

Owner

GitHub Events

Total

Last Year

_{Aakash Raj}	_{Achintya Rao}	_{Adina Wagner}	_{Aditi Shenvi}	_{Afzal Ansari}	_Ago3	_{Ahmed Essam}
_{Aida Mehonic}	_{Albert Hornos Vidal}	_{Alden Conner}	_Alejandro	_{Alex Bird}	_{Alex Chan}	_{Alex Clarke}
_{Alexander Morley}	_{Ali Seyhun Saral}	_{Andrea Pierr}	_{Andreea Avramescu}	_{Andrei Alexandru}	_{Andrew Stewart}	_{Andrian Nobella}
_{Angelo Varlotta}	_{Aniketh Varma}	_{Anna Hadjitofi}	_{Anna Krystalli}	_{Annabel Elizabeth Whipp}	_{Arielle-Bennett}	_{Aryan nath}
_{Augustinas Sukys}	_{Barbara Vreede}	_Batool	_{Becki Green}	_{Becky Arnold}	_{Benjamin Mummery}	_{Beth Montague-Hellen}
_{Bouwe Andela}	_{Brandon Lee}	_{Brigitta Sipcz}	_{Bruno Camino}	_{Callum Mole}	_{Cameron Trotter}	_{Camila Rangel Smith}
_{Carlos Martinez}	_{Carlos Vladimiro Gonzlez Zelaya}	_{Cassandra Gould van Praag}	_{Cem Ulus}	_{Chad Gilbert}	_{Chandler Klein}	_{Chanuki Illushka Seresinhe}
_{Charlotte Watson}	_{Chris Holdgraf}	_{Chris Markiewicz}	_{Chris Tomlinson}	_{Christina Hitrova}	_{Christopher Lovell}	_{Clare Liggins}
_{Colin Sauze}	_{Collin Schwantes}	_DaisyParry	_{Dan Hobley}	_{Danbee Kim}	_{Daniel Lintott}	_{Daniel Mietchen}
_{Daniel Nst}	_{Danny Garside}	_{David Foster}	_{David Stansby}	_DerienFe	_{Diego Alonso Alvarez}	_{Dimitra Blana}
_{Dinesh kumar}	_{Eirini Malliaraki}	_{Eirini Zormpa}	_{Elizabeth DuPre}	_{Em K}	_{Enrico Glerean}	_{Eric Daub}
_{Eric Leung}	_{Eric R Scott}	_{Esther Plomp}	_{Evelina Gabasova}	_{Federico Nanni}	_{Ferran Gonzalez Hernandez}	_{Florian Gilcher}
_{Frances Cooper}	_{Frances Madden}	_{Fuad Reza Pahlevi}	_Georgia	_{Georgia Atkinson}	_{Georgia Tomova}	_{Georgiana Elena}
_{Gertjan van den Burg}	_{Gianni Scolaro}	_{Graham Lee}	_{Greg Kiar}	_{Gustavo Becelli do Nacimento}	_{Heidi Seibold}	_{Hieu Hoang}
_Iain	_{Ian Hinder}	_IsabelBirds	_{Isil Bilgin}	_Ismael-KG	_JKasmire	_{Jade Pickering}
_{James Kent}	_{James Myatt}	_{James Robinson}	_{James Thomas}	_{Jason Gates}	_{Javier Moldon}	_{Jay Dev Jha}
_{Jennifer Ding}	_{Jeremy Leipzig}	_Jessica	_{Jessy Provencher}	_{Jez Cope}	_{Jill Wang}	_{Jim Madge}
_{Joanna Leng}	_{Joe Early}	_{Joe Fennell}	_{Joshua Teves}	_{Jos Mara Fernndez}	_{Julia Guiomar Niso Galn}	_{Julien Colomb}
_{Katherine Dixey}	_Kelly-dot	_{Kesson Magid}	_{Kevin Kunzmann}	_{Kim De Ruyck}	_{Kim De Ruyck}	_{Kirstie Whitaker}
_{Kristijan Armeni}	_{Krunal Rank}	_{Lachlan Mason}	_{Laura Acion}	_{Laura Carter}	_Lenka	_{Liberty Hamilton}
_Lion-admin	_{Louise Bowler}	_Lovkush	_{Luca Bertinetto}	_{Luigi Scalzone}	_Luna	_{Lupe CaMay}
_{Malvika Sharan}	_{Maria Eriksson}	_Mariam-ke	_{Mariana V.}	_Mariona	_{Mark Woodbridge}	_{Markus Lning}
_Marta-MM	_{Martin O'Reilly}	_{Martina G. Vilas}	_{Mateusz Kuzak}	_{Matthew Evans}	_{Max Joseph}	_{Michael Grayling}
_{Miguel Rivera}	_{Mustafa Anil Tuncel}	_{Nadia Soliman}	_{Naomi Penfold}	_{Natacha Chenevoy}	_{Natalie Thurlby}	_{Nathan Begbie}
_{Neha Moopen}	_{Neil Chue Hong}	_{Nick Barlow}	_Nico	_{Nicols Alessandroni}	_Nina	_{Nomi Harris}
_{NotActuallyACat}	_{Obi Thompson Sargoni}	_{Oliver Clark}	_{Oliver Forrest}	_{Oliver Hamelijnck}	_{Oliver Strickson}	_{Oscar Giles}
_{Pablo Rodrguez-Snchez}	_{Patricia Herterich}	_{Paul Dominick Baniqued}	_{Paul Owoicho}	_{Paula Andrea Martinez}	_{Pedro Pinto da Silva}	_PeterC-ATI
_{Philip Darke}	_{Phillip Crout}	_{Pierre Grimaud}	_{Pooja Gadige}	_{Pranav Mahajan}	_{Przemek Dolata}	_{Rachael Ainsworth}
_{Radka Jersakova}	_{Raniere Silva}	_{Reina Camacho Toro}	_{Remi Gau}	_{Reshama Shaikh}	_{Richard Gilham}	_{Risa Ueno}
_{Robert Precious}	_{Robin Long}	_{Rohit Midha}	_{Romero Silva}	_{Rose Sisk}	_{Rosie Higman}	_{Rosti Readioff}
_SYU-NING	_{Samuel Guay}	_{Samuel Nastase}	_{Sangram K Sahu}	_{Sarah Gibson}	_{Sarah Stewart}	_{SarahAlidoost}
_{Sedar Olmez}	_Sergi	_{Shankho Boron Ghosh}	_{Sian Bladon}	_{Siba Smarak Panigrahi}	_{Simon Christ}	_Solon
_{Sophia Batchelor}	_Sparkler	_{Srishti Nema}	_{Stefan Janssen}	_{Stefan Verhoeven}	_{Stephan Druskat}	_{Stephen Eglen}
_{Sumera Priyadarsini}	_{Susanna-Assunta Sansone}	_{Tania Allard}	_{Tarek Allam}	_{Tess Gough}	_{Thomas Sandmann}	_{Thya van den Berg}
_{Tim Head}	_{Tim Myers}	_{Tim Powell}	_{Tony Yang}	_{Tushar Rohilla}	_{Veronika Cheplygina}	_Victoria
_{Victoria Dominguez del Angel}	_{Warrick Ball}	_{Wiebke Toussaint}	_{Will Hulme}	_{Wolmar Nyberg kerstrm}	_{Xiaoqing Chen}	_{Yanina Bellini Saibene}
_{Yash Varshney}	_Yini	_{Yo Yehudi}	_{Yu-Fang Yang}	_ZoeIngr	_abrown41	_acork25
_akira-endo	_{alessandroragano}	_alihumayun	_andreabecsek	_andrealuppi	_ashatitus	_beccawilson
_benkrikler	_{ceciledebezenac}	_{claudia-belardi}	_daniguariso	_giuliaok	_glumand	_griff-rees
_hlnicholls	_irenekp	_kgrieman	_l-gorman	_leavanh	_lottycoupat	_mcnanton
_mishkanemes	_mjcasy	_msanter01	_oxpeter	_{peterrhysstrong}	_rabbits99	_raptorchief
_sallyob123	_sethsh7	_sliaqat3	_smasarone	_swalkoAI	_takuover	_tugceoruc
_vasilisstav	_vcpope	_{yaseminturkyilmaz}