tag:joss.theoj.org,2005:/papers/tagged/generalized%20linear%20modelsJournal of Open Source Software2023-09-20T00:32:03ZJournal of Open Source Softwarehttps://joss.theoj.orgtag:joss.theoj.org,2005:Paper/42602023-09-20T00:32:03Z2023-09-21T00:01:17ZSpikeometric: Linear Non-Linear Cascade Spiking Neural Networks with Pytorch Geometricacceptedv1.0.02023-02-23 16:23:51 UTC892023-09-20 00:32:03 UTC820235451JakobL.SønstebøDepartment of Numerical Analysis and Scientific Computing, Simula Research Laboratory, Oslo, Norway0009-0009-0584-9293HermanBrunborgDepartment of Physics, University of Oslo, Oslo, NorwayMikkelElleLepperødDepartment of Numerical Analysis and Scientific Computing, Simula Research Laboratory, Oslo, Norway, Department of Physics, University of Oslo, Oslo, Norway0000-0002-4262-554910.21105/joss.05451https://doi.org/10.5281/zenodo.8358903Pythonhttps://joss.theoj.org/papers/10.21105/joss.05451.pdfpython, computational neuroscience, machine learning, spiking neural networks, generalized linear models, linear non-linear poisson modelstag: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/12752019-12-06T14:47:37Z2021-02-15T11:31:33ZPyUoI: The Union of Intersections Framework in Pythonaccepted1.0.02019-10-04 17:50:39 UTC442019-12-06 14:47:37 UTC420191799PratikS.SachdevaRedwood Center for Theoretical Neuroscience, University of California, Berkeley, Berkeley, California, USA, Department of Physics, University of California, Berkeley, Berkeley, California, USA, Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA0000-0002-6809-2437JesseA.LivezeyRedwood Center for Theoretical Neuroscience, University of California, Berkeley, Berkeley, California, USA, Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA0000-0003-0494-8758AndrewJ.TrittComputational Research Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA0000-0002-1617-449XKristoferE.BouchardRedwood Center for Theoretical Neuroscience, University of California, Berkeley, Berkeley, California, USA, Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA, Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA, Helen Wills Neuroscience Institute, University of California, Berkeley, Berkeley, California, USA0000-0002-1974-460310.21105/joss.01799https://doi.org/10.5281/zenodo.3563147C, Pythonhttps://joss.theoj.org/papers/10.21105/joss.01799.pdfgeneralized linear models, dimensionality reduction, sparsity, interpretability