Futureverse
Packages & Docs
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Overview of All Packages
Core Future API
future (core of the future framework)
Map-Reduce Future APIs
future.apply (base R apply with futures)
furrr (purrr with futures)
doFuture (a foreach adapter)
BiocParallel.FutureParam (a BiocParallel addon)
Parallel Backends
future (built-in, local & remote parallelization)
future.batchtools (use HPC scheduler)
future.callr (local callr parallelization)
Utilities
listenv (Use %<-% for list-like structures)
progressr (progress updates in parallel)
For low-level developers
parallelly (enhances the parallel package)
globals (identify globals)
future.tests (validate future backends)
marshal (export non-exportable objects)
Blog
Usage
Statistics
Quality
Tutorials
Talks
Publications
Roadmap
About
☰
Tutorials
Tutorials on Using Futures
An Introduction to Futureverse for Parallel Processing in R (useR! 2022)
Henrik Bengtsson
Location: useR! 2022 conference, online, June 20-24, 2022
2022-06-20