论文信息 - Pyglmnet: Python implementation of elastic-net regularized generalized linear models

Pyglmnet: Python implementation of elastic-net regularized generalized linear models

1 Massachusetts General Hospital 2 Harvard Medical School 3 University of Pennsylvania 4 Loyola University 5 University of Syracuse 6 Northwestern University 7 Sonat Consulting 8 Princeton University 9 NTT DATA Mathematical Systems Inc 10 605 11 Rockets of Awesome 12 Epoch Capital 13 University of Washington 14 IDLab-AIRO – Ghent University – imec 15 Clean Power Research 16 University of Trento 17 Columbia University 18 Georgia Tech 19 System1 Biosciences Inc 20 Research Institute for Agriculture, Fisheries and Food DOI: 10.21105/joss.01959

[1] A. Asuncion,et al. UCI Machine Learning Repository, University of California, Irvine, School of Information and Computer Sciences , 2007 .

[2] Guillermo Sapiro,et al. Active learning of cortical connectivity from two-photon imaging data , 2018, bioRxiv.

[3] Nils A. Baas,et al. Decoding of Neural Data Using Cohomological Feature Extraction , 2017, Neural Computation.

[4] Pavan Ramkumar,et al. Modern machine learning outperforms GLMs at predicting spikes , 2017, bioRxiv.

[5] Gilles Louppe,et al. Independent consultant , 2013 .

[6] Jonathan Oesterle,et al. Probing and predicting ganglion cell responses to smooth electrical stimulation in healthy and blind mouse retina , 2019, Scientific Reports.