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)
Parallel Backends
future (built-in, local & remote parallelization)
future.batchtools (use HPC scheduler)
future.callr (local callr parallelization)
future.mirai (parallelize via mirai)
Utilities
listenv (Use %<-% for list-like structures)
parallelly (enhances the parallel package)
progressr (progress updates in parallel)
For low-level developers
globals (identify globals)
future.tests (validate future backends)
Experimental
future.tools (tools for working with futures)
BiocParallel.FutureParam (a BiocParallel addon)
marshal (export non-exportable objects)
Blog
Usage
Statistics
Quality
Tutorials
Talks
Publications
Roadmap
About
☰
Tutorials
Tutorials on Using Futures
Futureverse - A Unifying Parallelization Framework in R for Everyone: STATS/BIODS 352: Topics in Computing for Data Science, Bridging Methodology and Practice, Stanford University, 2023
Henrik Bengtsson
Location: Stanford University, April 20 & 27, 2023
2023-04-27
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