GitHub - cefet-rj-dal/daltoolbox (original) (raw)
DAL Toolbox
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:
install.packages("daltoolbox")
You can install the development version of DAL Toolbox from GitHubhttps://github.com/cefet-rj-dal/daltoolbox with:
library(devtools) devtools::install_github("cefet-rj-dal/daltoolbox", force=TRUE, dependencies=FALSE, upgrade="never")
Examples
Graphics:https://github.com/cefet-rj-dal/daltoolbox/tree/main/graphics/
Transformation:https://github.com/cefet-rj-dal/daltoolbox/tree/main/transf/
Classification:https://github.com/cefet-rj-dal/daltoolbox/tree/main/classification/
Clustering:https://github.com/cefet-rj-dal/daltoolbox/tree/main/clustering/
Regression:https://github.com/cefet-rj-dal/daltoolbox/tree/main/regression/
Time series:https://github.com/cefet-rj-dal/daltoolbox/tree/main/timeseries/
The examples are organized according to general (data preprocessing), clustering, classification, regression, and time series functions. This version has Python integration with Pytorch.
library(daltoolbox) #> Registered S3 method overwritten by 'quantmod': #> method from #> as.zoo.data.frame zoo #> Registered S3 methods overwritten by 'forecast': #> method from #> head.ts stats #> tail.ts stats #> #> Attaching package: 'daltoolbox' #> The following object is masked from 'package:base': #> #> transform