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- Overview of All Packages
- Core Future API
- future (core of the future framework)
- Map-Reduce Future APIs
- futurize 💫 (one-stop all-in-one solution)
- 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)
- Progress Reporting
- progressify 💫 (one-stop all-in-one solution)
- progressr (progress updates in parallel)
- Utilities
- listenv (Use %<-% for list-like structures)
- parallelly (enhances the parallel package)
- For low-level developers
- globals (identify globals)
- future.tests (validate future backends)
- Experimental
- future.p2p (peer-to-peer compute backend)
- future.tools (tools for working with futures)
- marshal (export non-exportable objects)
- rw (R interface to webR sandbox)
Parallel Backends
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About

My Futureverse tutorial and talks from useR! 2026 are now online

On this page

Now
- useR! 2026 talks

Now

useR! 2026 talks

Futurize talk (20 minutes), Wed July 8, 13:00-14:30 (14:00-14:20), Aula Glowna
RW talk (5 minutes), Thur July 9, 10:30-12:00 (11:55-12:00), Aula Glowna