14 Mapping with R – Lecture Notes for AU DATA 413-613 Data Science
Lightweight Object-Relational Mapper for R
oRm is a lightweight Object-Relational Mapper (ORM) for R. It simplifies database interactions by allowing users to define table models, insert and query records, and establish relationships between models without writing raw SQL. oRm uses a combination of DBI, dbplyr, and R6 to provide compatibility with most database dialects.
Technical Guidelines for R
Best practices with R around select topics.
Describe R Stuff to Large Language Models
Provides a number of utilities for describing R objects and package documentation in plain text. For interactive use, this is especially powerful for describing relevant pieces of context to large language models. When used programmatically, these utilities can be registered with ellmer chats as tool calls, enabling language models to peruse package documentation and explore your computational environment.
4 Structured Output – AI With R
Some of the more useful Tidyverse functions
R functions for every data engineer using Tidyverse Tidyverse has long been an amazing collection of R packages, primarily for data engineering and data science. Common among these packages is the …
Display Idiomatic Code to Construct Most R Objects
Prints code that can be used to recreate R objects. In a sense it is similar to base::dput() or base::deparse() but constructive strives to use idiomatic constructors.