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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "rtemis" in publications use:'
type: software
license: GPL-3.0-or-later
title: 'rtemis: Machine Learning and Visualization'
version: 1.2.0
identifiers:
- type: doi
  value: 10.32614/CRAN.package.rtemis
- type: url
  value: https://docs.rtemis.org/r/ml
- type: url
  value: https://docs.rtemis.org/r/ml-api/
abstract: Machine learning and visualization package with an 'S7' backend featuring
  comprehensive type checking and validation, paired with an efficient functional
  user-facing API. train(), cluster(), and decomp() provide one-call access to supervised
  and unsupervised learning. All configuration steps are performed using setup functions
  and validated. A single call to train() handles preprocessing, hyperparameter tuning,
  and testing with nested resampling. Supports 'data.frame', 'data.table', and 'tibble'
  inputs, parallel execution, and interactive visualizations. The package first appeared
  in E.D. Gennatas (2017) <https://repository.upenn.edu/entities/publication/d81892ea-3087-4b71-a6f5-739c58626d64>.
authors:
- family-names: Gennatas
  given-names: E.D.
  email: gennatas@gmail.com
  orcid: https://orcid.org/0000-0001-9280-3609
preferred-citation:
  type: thesis
  title: 'Towards Precision Psychiatry: Gray Matter Development and Cognition in Adolescence'
  authors:
  - family-names: Gennatas
    given-names: Efstathios D.
  year: '2017'
  institution:
    name: University of Pennsylvania
  thesis-type: PhD Thesis
repository: https://rtemis-org.r-universe.dev
repository-code: https://github.com/rtemis-org/rtemis
commit: ee040e1ef75fa739e31d4ad874841988248d9fef
url: https://www.rtemis.org
date-released: '2026-05-12'
contact:
- family-names: Gennatas
  given-names: E.D.
  email: gennatas@gmail.com
  orcid: https://orcid.org/0000-0001-9280-3609