Description
Data Pre-Processing Extensions.
Description
An important aspect of data analytics is related to data management support for artificial intelligence. It is related to preparing data correctly. This package provides extensions to support data preparation in terms of both data sampling and data engineering. Overall, the package provides researchers with a comprehensive set of functionalities for data science based on experiment lines, promoting ease of use, extensibility, and integration with various tools and libraries. Information on Experiment Line is based on Ogasawara et al. (2009) <doi:10.1007/978-3-642-02279-1_20>.
README.md
DAL Toolbox Data Preprocessing
The goal of DAL Toolbox Data Preprocessing is to provide an extended set of data preprocessing activities.
Installation
The latest version of DAL Toolbox Data Preprocessing at CRAN is available at: https://CRAN.R-project.org/package=daltoolboxdp
You can install the stable version of DAL Toolbox from CRAN with:
install.packages("daltoolboxdp")
You can install the development version of DAL Toolbox Data Preprocesing from GitHub https://github.com/cefet-rj-dal/daltoolboxdp with:
library(devtools)
devtools::install_github("cefet-rj-dal/daltoolboxdp", force=TRUE, dependencies=FALSE, upgrade="never")
Examples
The examples are organized according to general (data preprocessing).
Examples: https://github.com/cefet-rj-dal/daltoolboxdp/tree/main/examples