https://github.com/wlandau/posit2024
posit::conf(2024) presentation about {mirai} and {crew}
https://github.com/wlandau/posit2024
Last synced: 2 months 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 (about 1 year ago)
- Default Branch: main
- Last Pushed: 2024-08-09T17:43:28.000Z (9 months ago)
- Last Synced: 2025-02-28T21:56:28.765Z (3 months ago)
- Language: JavaScript
- Homepage: https://wlandau.github.io/posit2024
- Size: 18.9 MB
- Stars: 14
- Watchers: 2
- Forks: 1
- Open Issues: 0
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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}.