Your impression of {targets}? (r package)

This page summarizes the projects mentioned and recommended in the original post on /r/Rlanguage
Workflow Reproducibility high-performance-computing R Data Science

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  • targets

    Function-oriented Make-like declarative workflows for R

    • The targets package is the official successor to Drake, and has the same primary author (Will Landau). He has explained why he created targets, which includes stronger guardrails for users and better UX.

  • awesome-pipeline

    A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin

    • Have been trying to find the right pipeline tool to manage my R workflows. If it's more complicated than building a view in SQL, currently I develop a package, write a simple "mypackage::do_the_thing()" script, and schedule the script w/ taskscheduleR (the add-in for Rstudio is nice). Side note, I am running windows 10.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • drake

    An R-focused pipeline toolkit for reproducibility and high-performance computing (by ropensci)

    • The targets package is the official successor to Drake, and has the same primary author (Will Landau). He has explained why he created targets, which includes stronger guardrails for users and better UX.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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