# -------------------------------------------- # CITATION file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # -------------------------------------------- cff-version: 1.2.0 message: 'To cite package "mlr3pipelines" in publications use:' type: software license: LGPL-3.0-only title: 'mlr3pipelines: Preprocessing Operators and Pipelines for ''mlr3''' version: 0.7.0 identifiers: - type: doi value: 10.32614/CRAN.package.mlr3pipelines abstract: Dataflow programming toolkit that enriches 'mlr3' with a diverse set of pipelining operators ('PipeOps') that can be composed into graphs. Operations exist for data preprocessing, model fitting, and ensemble learning. Graphs can themselves be treated as 'mlr3' 'Learners' and can therefore be resampled, benchmarked, and tuned. authors: - family-names: Binder given-names: Martin email: mlr.developer@mb706.com - family-names: Pfisterer given-names: Florian email: pfistererf@googlemail.com orcid: https://orcid.org/0000-0001-8867-762X - family-names: Schneider given-names: Lennart email: lennart.sch@web.de orcid: https://orcid.org/0000-0003-4152-5308 - family-names: Bischl given-names: Bernd email: bernd_bischl@gmx.net orcid: https://orcid.org/0000-0001-6002-6980 - family-names: Lang given-names: Michel email: michellang@gmail.com orcid: https://orcid.org/0000-0001-9754-0393 - family-names: Fischer given-names: Sebastian email: sebf.fischer@gmail.com orcid: https://orcid.org/0000-0002-9609-3197 - family-names: Dandl given-names: Susanne email: dandl.susanne@googlemail.com preferred-citation: type: article title: mlr3pipelines - Flexible Machine Learning Pipelines in R authors: - family-names: Binder given-names: Martin email: mlr.developer@mb706.com - family-names: Pfisterer given-names: Florian email: pfistererf@googlemail.com orcid: https://orcid.org/0000-0001-8867-762X - family-names: Lang given-names: Michel email: michellang@gmail.com orcid: https://orcid.org/0000-0001-9754-0393 - family-names: Schneider given-names: Lennart email: lennart.sch@web.de orcid: https://orcid.org/0000-0003-4152-5308 - family-names: Kotthoff given-names: Lars - family-names: Bischl given-names: Bernd email: bernd_bischl@gmx.net orcid: https://orcid.org/0000-0001-6002-6980 journal: Journal of Machine Learning Research year: '2021' volume: '22' issue: '184' url: https://jmlr.org/papers/v22/21-0281.html start: 1-7 repository: https://mlr-org.r-universe.dev repository-code: https://github.com/mlr-org/mlr3pipelines commit: b3551e68a4e4bf40d639511365ce839ddaad945f url: https://mlr3pipelines.mlr-org.com contact: - family-names: Binder given-names: Martin email: mlr.developer@mb706.com