RScripts 📊

A collection of R scripts put together for your convenience.

hardwareTesting 📺

Contains all of the scripts related to hardware testing and compute resource benchmarking.

codeRuntime.R

An R script to measure the time taken to execute a loop.

memory.R

An R script to measure and report the time taken to generate and store 1 billion random integers.

memoryHandling 📰

Contains all of the scripts related to memory management.

memoryUsage.R

An R script that measures memory usage on a system running R. Variables occupy the total available memory. This is great to use when demonstrating R's garbage collection.

parallelCompute 📈

Contains all of the scripts related to parallel compute.

parallelsForLoop.R

An R script that creates a FOR loop, and iterates over the FOR loop using both parallel and non-parallel compute.

parallelsMatrix.R

An R script that creates a linear mixed-effects model and analyzes the data in both parallel and non-parallel compute.

parallelsWhileLoop.R

An R script that creates a FOR loop, and iterates over the FOR loop using both parallel and non-parallel compute.

AWS 🌴

Contains all of information relating to R and AWS.

S3

A walkthrough for connecting your R session to an AWS S3 bucket.