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The Galaxy platform for accessible, reproducible, and collaborative data analyses: 2024 update

776
Citations
July 5, 2024
Published Date

Research Abstract & Technology Focus

Abstract
Galaxy (https://galaxyproject.org) is deployed globally, predominantly through free-to-use services, supporting user-driven research that broadens in scope each year. Users are attracted to public Galaxy services by platform stability, tool and reference dataset diversity, training, support and integration, which enables complex, reproducible, shareable data analysis. Applying the principles of user experience design (UXD), has driven improvements in accessibility, tool discoverability through Galaxy Labs/subdomains, and a redesigned Galaxy ToolShed. Galaxy tool capabilities are progressing in two strategic directions: integrating general purpose graphical processing units (GPGPU) access for cutting-edge methods, and licensed tool support. Engagement with global research consortia is being increased by developing more workflows in Galaxy and by resourcing the public Galaxy services to run them. The Galaxy Training Network (GTN) portfolio has grown in both size, and accessibility, through learning paths and direct integration with Galaxy tools that feature in training courses. Code development continues in line with the Galaxy Project roadmap, with improvements to job scheduling and the user interface. Environmental impact assessment is also helping engage users and developers, reminding them of their role in sustainability, by displaying estimated CO2 emissions generated by each Galaxy job.
galaxy platform accessible reproducible collaborative analyses
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What is the core focus of the research titled 'The Galaxy platform for accessible, reproducible, and collaborative data analyses: 2024 update'?

This literature focuses on: Abstract Galaxy (https://galaxyproject.org) is deployed globally, predominantly through free-to-use services, supporting user-driven research that broadens in scope each year. Users are attracted to public Galaxy services by platfor...

Are there open-source GitHub repositories related to The Galaxy platform for accessible, reproducible, and collaborative data analyses: 2024 update?

Yes, open-source projects like Lum1104/Understand-Anything (Claude Code skills that turn any codebase into an interactive knowledge graph you can explore, search, and ask questions about (Multi-platform e.g....) are actively building upon these concepts.

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What other academic literature is closely related to 'The Galaxy platform for accessible, reproducible, and collaborative data analyses: 2024 update'?

Yes, highly correlated activity was mapped. An entry titled 'The Galaxy platform for accessible, reproducible, and collaborative data analyses: 2024 update' discusses this: Abstract Galaxy (https://galaxyproject.org) is deployed globally, predominantly through free-to-use services, supporting user-driven...

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