https://github.com/wlandau/posit2024

posit::conf(2024) presentation about {mirai} and {crew}
https://github.com/wlandau/posit2024

Last synced: 16 days ago
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posit::conf(2024) presentation about {mirai} and {crew}

• Host: GitHub
• URL: https://github.com/wlandau/posit2024
• Owner: wlandau
• Created: 2024-03-22T19:36:03.000Z (8 months ago)
• Default Branch: main
• Last Pushed: 2024-08-09T17:43:28.000Z (3 months ago)
• Last Synced: 2024-08-10T18:29:40.376Z (3 months ago)
• Language: JavaScript
• Homepage: https://wlandau.github.io/posit2024
• Size: 18.9 MB
• Stars: 13
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# {mirai} and {crew}: next-generation async to supercharge {promises}, Plumber, Shiny, and {targets}

{mirai} is a minimalist, futuristic and reliable way to parallelise computations – either on the local machine, or across the network. It combines the latest scheduling technologies with fast, secure connection types. With built-in integration to {promises}, {mirai} provides a simple and efficient asynchronous back-end for Shiny and Plumber apps.

The {crew} package extends {mirai} to batch computing environments for massively parallel statistical pipelines, e.g. Bayesian modeling, simulations, and machine learning. It consolidates tasks in a central {R6} controller, auto-scales workers, and helps users create plug-ins for platforms like SLURM and AWS Batch. It is the new workhorse powering high performance computing in {targets}.