Book of Features

book.of.features seeks to facilitate design-oriented targets during the feature engineering phase for simple datasets.

Installation

Use remotes::install_github("delriaan/book.of.features", subdir = "pkg") to install the latest version from GitHub.

Function	Synopsis
`bin.windows()`	Creates labeled bins from integer input, with optional ordered factor output.
`create_dims()`	Generates all valid $d$ -dimensional factor combinations whose product equals $n$ .
`formulate()`	Builds a formula object from supplied left- and right-hand-side terms.
`logic_map()`	Produces a one-hot/logical occurrence map (optionally sparse) from values or tuples.
`make.date_time()`	Generates date-time sequences by adding interval offsets to a start date/time.
`make.quantiles()`	Replaces values with their matched quantile cut values or quantile labels.
`sigmoid()`	Scales numeric input using selectable sigmoid-family transformations.