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Editor in Chief

Laurie Goodman, PhD

Executive Editor

拉斯维加5357ccScott Edmunds, PhD

Editor

拉斯维加5357ccNicole Nogoy, PhD

Assistant Editor

Hans Zauner, PhD

About the journal

GigaScience 拉斯维加5357ccis an open access, open data, open peer-review journal focusing on ‘big data’ research from the life and biomedical sciences.

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GigaScience拉斯维加5357cc has been selected as the 2018 Prose Awards Winner for "Innovation in Journal Publishing."

ShinyLearner, a new tool to make it easier to perform benchmark comparisons of classification algorithms, showcases a way new of peer reviewing software: the certificate. This tackles one of the main challenges of computational research by supporting people checking and reviewing code with tools to evaluate computer programs. These independently time-stamped runs are awarded a “certificate of reproducible computation” and increased availability, discovery and reproducibility of these crucial artifacts. Alongside the open peer reviews that GigaScience provides as standard, the resulting can be displayed alongside the published paper.

Classification algorithms are a key tool in machine learning, and benchmarking is crucial to decide which algorithm is best for a particular application. ShinyLearner拉斯维加5357cc provides a tool that requires no coding to perform this type of analysis, and stands out by making this process systematic and reproducible so users don’t need to worry about its complexity. Read more in the and to become a CODECHECKER.

拉斯维加5357ccGigaScience has a key focus on the transparency, reproducibility and reusability of data driven research. Check out the additional integrated resources that help enable this.

  • integrated database for research objects supporting GigaScience papers
  • data driven blogging from the GigaScience editors and guests
  • Galaxy workflow server hosting data analyses from GigaScience papers
  • GitHub repository for code associated with GigaScience papers
  • associated article videos and author and editor presentations
  • downloadable, citable and forkable protocols from GigaScience papers
  • browse transparent, signed and citable peer-Editable Content Block with Images from GigaScience papers

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拉斯维加5357ccNPRC Member

拉斯维加5357ccGigaScience is now a member of the NPRC, an alliance of neuroscience journals that share manuscript reviews with other NPRC members at the author's request. The NPRC system facilitates fast-track review and publication of neuroscience research, and reduces the burden on peer reviewers.

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