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  • Live Demo
  • Packages & Docs
    • 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)
  • Parallel Backends
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May 8, 2026 @ 18:58 UTC: Online 20-minute presentation with Q&A on ‘futurize’ and ‘progressify’ at the R/Medicine 2026 conference