The goal of DAL Toolbox is to provide a series data analytics functions organized as a framework. It supports data preprocessing, classification, regression, clustering, and time series prediction functions.
Installation
The latest version of DAL Toolbox at CRAN is available at: https://CRAN.R-project.org/package=daltoolbox
You can install the stable version of DAL Toolbox from CRAN with:
You can install the development version of DAL Toolbox from GitHub https://github.com/cefet-rj-dal/daltoolbox with:
library(devtools)
devtools::install_github("cefet-rj-dal/daltoolbox", force=TRUE, dependencies=FALSE, upgrade="never")Examples
Classification: https://nbviewer.org/github/cefet-rj-dal/daltoolbox/tree/main/classification/
Clustering: https://nbviewer.org/github/cefet-rj-dal/daltoolbox/tree/main/clustering/
Graphics: https://nbviewer.org/github/cefet-rj-dal/daltoolbox/tree/main/graphics/
Regression: https://nbviewer.org/github/cefet-rj-dal/daltoolbox/tree/main/regression/
Time series: https://nbviewer.org/github/cefet-rj-dal/daltoolbox/tree/main/timeseries/
Transformation: https://nbviewer.org/github/cefet-rj-dal/daltoolbox/tree/main/transformation/
The examples are organized according to general (data preprocessing), clustering, classification, regression, and time series functions. This version has Python integration with Pytorch.