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Package to tackle large-scale problems asynchronously across a distributed network. Employing a database centric model, rush enables workers to communicate tasks and their results over a shared 'Redis' database. Key features include low task overhead, efficient caching, and robust error handling. The package powers the asynchronous optimization algorithms in the 'bbotk' and 'mlr3tuning' packages.
Package details |
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Author | Marc Becker [cre, aut, cph] (ORCID: <https://orcid.org/0000-0002-8115-0400>) |
Maintainer | Marc Becker <marcbecker@posteo.de> |
License | MIT + file LICENSE |
Version | 0.3.0 |
URL | https://rush.mlr-org.com https://github.com/mlr-org/rush |
Package repository | View on CRAN |
Installation |
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