Package: daltoolboxdp
Title: Python-Based Extensions for Data Analytics Workflows
Version: 1.2.737
Authors@R: 
  c(    person(given = "Eduardo", family = "Ogasawara", role = c("aut", "ths", "cre"), 
               email = "eogasawara@ieee.org", comment = c(ORCID = "0000-0002-0466-0626")),
        person(given = "Diego", family = "Salles", role = c("aut"), email = "diego.salles@eic.cefet-rj.br"),
        person(given = "Janio", family = "Lima", role = c("aut"), email = "janio.lima@eic.cefet-rj.br"),
        person(given = "Lucas", family = "Tavares", role = c("aut"), email = "lucas.tavares@eic.cefet-rj.br"),
        person(given = "Eduardo", family = "Bezerra", role = c("ctb"), email = "ebezerra@cefet-rj.br"),
        person(given = "CEFET/RJ", role = "cph")        
  )
Description: 
  Provides Python-based extensions to enhance data analytics workflows, 
  particularly for tasks involving data preprocessing and predictive modeling. 
  Includes tools for data sampling, transformation, feature selection, 
  balancing strategies (e.g., SMOTE), and model construction. 
  These capabilities leverage Python libraries via the reticulate interface, 
  enabling seamless integration with a broader machine learning ecosystem. 
  Supports instance selection and hybrid workflows that combine R and Python 
  functionalities for flexible and reproducible analytical pipelines. 
  The architecture is inspired by the Experiment Lines approach, which promotes 
  modularity, extensibility, and interoperability across tools. 
  More information on Experiment Lines is available in 
  Ogasawara et al. (2009) <doi:10.1007/978-3-642-02279-1_20>.
License: MIT + file LICENSE
URL: https://cefet-rj-dal.github.io/daltoolboxdp/,
        https://github.com/cefet-rj-dal/daltoolboxdp
BugReports: https://github.com/cefet-rj-dal/daltoolboxdp/issues
Encoding: UTF-8
RoxygenNote: 7.3.3
Depends: R (>= 4.1.0)
Imports: tspredit, daltoolbox, leaps, FSelector, doBy, glmnet,
        smotefamily, reticulate, stats
Config/reticulate: list( packages = list( list(package = "scipy"),
        list(package = "torch"), list(package = "pandas"), list(package
        = "numpy"), list(package = "matplotlib"), list(package =
        "scikit-learn") ) )
NeedsCompilation: no
Packaged: 2025-10-27 04:45:45 UTC; gpca
Author: Eduardo Ogasawara [aut, ths, cre] (ORCID:
    <https://orcid.org/0000-0002-0466-0626>),
  Diego Salles [aut],
  Janio Lima [aut],
  Lucas Tavares [aut],
  Eduardo Bezerra [ctb],
  CEFET/RJ [cph]
Maintainer: Eduardo Ogasawara <eogasawara@ieee.org>
Repository: CRAN
Date/Publication: 2025-10-27 05:20:02 UTC
Built: R 4.6.0; ; 2025-10-28 00:57:57 UTC; windows
