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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 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.

library(daltoolbox)
#> Registered S3 method overwritten by 'quantmod':
#>   method            from
#>   as.zoo.data.frame zoo
#> 
#> Attaching package: 'daltoolbox'
#> The following object is masked from 'package:base':
#> 
#>     transform
## loading DAL Toolbox

Bugs and new features request

https://github.com/cefet-rj-dal/daltoolbox/issues

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.