tag:joss.theoj.org,2005:/papers/tagged/elastic-netJournal of Open Source Software2023-02-13T13:30:07ZJournal of Open Source Softwarehttps://joss.theoj.orgtag:joss.theoj.org,2005:Paper/38312023-02-13T13:30:07Z2023-02-14T00:00:51ZenetLTS: Robust and Sparse Methods for High Dimensional Linear, Binary, and Multinomial Regressionaccepted1.1.02022-08-23 09:31:03 UTC822023-02-13 13:30:07 UTC820234773FatmaSevincKurnazDepartment of Statistics, Yildiz Technical University, Istanbul, Turkey0000-0002-5958-7366PeterFilzmoserInstitute of Statistics and Mathematical Methods in Economics, TU Wien, Vienna, Austria0000-0002-8014-468210.21105/joss.04773https://doi.org/10.5281/zenodo.7598948Rhttps://joss.theoj.org/papers/10.21105/joss.04773.pdfRobust regression, Elastic net, outlier detectiontag:joss.theoj.org,2005:Paper/26062021-07-28T17:56:07Z2021-07-29T00:03:16ZRENT: A Python Package for Repeated Elastic Net Feature Selectionaccepted0.0.12021-04-29 19:17:35 UTC632021-07-28 17:56:07 UTC620213323AnnaJenulDepartment of Data Science, Norwegian University of Life Sciences0000-0002-6919-3483StefanSchrunnerDepartment of Data Science, Norwegian University of Life Sciences0000-0003-1327-4855BaoNgocHuynhDepartment of Physics, Norwegian University of Life Sciences0000-0001-5210-132XOliverTomicDepartment of Data Science, Norwegian University of Life Sciences0000-0003-1595-996210.21105/joss.03323https://doi.org/10.5281/zenodo.5140349Pythonhttps://joss.theoj.org/papers/10.21105/joss.03323.pdffeature selectiontag:joss.theoj.org,2005:Paper/18482020-10-10T17:18:47Z2021-02-15T11:30:17ZGENRE (GPU Elastic-Net REgression): A CUDA-Accelerated Package for Massively Parallel Linear Regression with Elastic-Net Regularizationacceptedv1.02020-07-10 23:13:10 UTC542020-10-10 17:18:47 UTC520202644ChristopherKhanVanderbilt University0000-0003-3201-3423BrettByramVanderbilt University0000-0003-3693-145910.21105/joss.02644https://doi.org/10.5281/zenodo.4076520Matlab, Cudahttps://joss.theoj.org/papers/10.21105/joss.02644.pdfCUDA, GPU computing, Cyclic coordinate descent, Elastic-net regularization, Linear regressiontag:joss.theoj.org,2005:Paper/13792020-03-01T23:43:39Z2021-02-15T11:31:19ZPyglmnet: Python implementation of elastic-net regularized generalized linear modelsacceptedv1.12019-11-26 03:54:41 UTC472020-03-01 23:43:39 UTC520201959MainakJasMassachusetts General Hospital, Harvard Medical School0000-0002-3199-9027TitipatAchakulvisutUniversity of Pennsylvania0000-0002-2124-2979AidIdrizovićLoyola UniversityDanielAcunaUniversity of SyracuseMatthewAntalekNorthwestern UniversityViniciusMarquesLoyola UniversityTommyOdlandSonat ConsultingRaviPrakashGargNorthwestern UniversityMayankAgrawalPrinceton UniversityYuUmegakiNTT DATA Mathematical Systems IncPeterFoley6050000-0002-0304-7213HugoFernandesRockets of Awesome0000-0002-0168-4104DrewHarrisEpoch CapitalBeibinLiUniversity of WashingtonOlivierPietersIDLab-AIRO -- Ghent University -- imec, Research Institute for Agriculture, Fisheries and Food0000-0002-5473-4849ScottOttersonClean Power ResearchGiovanniDe ToniUniversity of Trento0000-0002-8387-9983ChrisRodgersColumbia University0000-0003-1762-3450EvaDyerGeorgia TechMattiHamalainenMassachusetts General Hospital, Harvard Medical SchoolKonradKordingUniversity of PennsylvaniaPavanRamkumarSystem1 Biosciences Inc0000-0001-7450-072710.21105/joss.01959https://doi.org/10.5281/zenodo.3686564Pythonhttps://joss.theoj.org/papers/10.21105/joss.01959.pdfglm, machine-learning, lasso, elastic-net, group-lassotag:joss.theoj.org,2005:Paper/12072019-12-06T05:25:08Z2021-02-15T11:31:39Zxrnet: Hierarchical Regularized Regression to Incorporate External Dataaccepted0.0.0.90002019-09-08 03:21:23 UTC442019-12-06 05:25:08 UTC420191761GarrettM.WeaverDepartment of Preventive Medicine, University of Southern California0000-0002-9918-8386JuanPabloLewingerDepartment of Preventive Medicine, University of Southern California10.21105/joss.01761https://doi.org/10.5281/zenodo.3564788R, C++https://joss.theoj.org/papers/10.21105/joss.01761.pdfregularized regression, lasso regression, ridge regression, elastic net regression, hierarchical regression