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{ | ||
"title": "Pyglmnet: Python implementation of elastic-net regularized generalized linear models", | ||
"description": "Pyglmnet is a Python library that provides an implementation of generalized linear models with advanced regularization methods, and a scikit-learn compatible API.", | ||
"creators": [ | ||
{ | ||
"affiliation": "Martinos Center of Biomedical Imaging", | ||
"name": "Mainak Jas", | ||
"orcid": 0000-0002-3199-9027 | ||
}, | ||
{ | ||
"affiliation": "University of Pennsylvania", | ||
"name": "Titipat Achakulvisut", | ||
"orcid": 0000-0002-2124-2979 | ||
}, | ||
{ | ||
"affiliation": "Loyola University", | ||
"name": "Aid Idrizovi\u0107", | ||
}, | ||
{ | ||
"affiliation": "Syracuse University", | ||
"name": "Daniel E. Acuna" | ||
}, | ||
{ | ||
"affiliation": "Northwestern University", | ||
"name": "Matthew Antalek" | ||
}, | ||
{ | ||
"affiliation": "Loyola University", | ||
"name": "Vinicius Marques" | ||
}, | ||
{ | ||
"affiliation": "Sonat Consulting", | ||
"name": "Tommy Odland" | ||
}, | ||
{ | ||
"affiliation": "Northwestern University", | ||
"name": "Ravi Prakash Garg" | ||
}, | ||
{ | ||
"affiliation": "Princeton University", | ||
"name": "Mayank Agrawal" | ||
}, | ||
{ | ||
"affiliation": "NTT Data Mathematical Systems Inc", | ||
"name": "Yu Umegaki" | ||
}, | ||
{ | ||
"affiliation": "605", | ||
"name": "Peter Foley", | ||
"orcid": 0000-0002-0304-7213 | ||
}, | ||
{ | ||
"affiliation": "Rockets of Awesome", | ||
"name": "Hugo L Fernandes", | ||
"orcid": 0000-0002-0168-4104 | ||
}, | ||
{ | ||
"affiliation": "Epoch Capital", | ||
"name": "Drew Harris" | ||
}, | ||
{ | ||
"affiliation": "University of Washington", | ||
"name": "Beibin Li" | ||
}, | ||
{ | ||
"affiliation": "Ghent University, Research Institute for Agriculture Fisheries and Food", | ||
"name": "Olivier Pieters", | ||
"orcid": 0000-0002-5473-4849 | ||
}, | ||
{ | ||
"affiliation": "Clean Power Research", | ||
"name": "Scott Otterson" | ||
}, | ||
{ | ||
"affiliation": "University of Trento", | ||
"name": "Giovanni De Toni", | ||
"orcid": 0000-0002-8387-9983 | ||
}, | ||
{ | ||
"affiliation": "Columbia University", | ||
"name": "Chris Rodgers", | ||
"orcid": 0000-0003-1762-3450 | ||
}, | ||
{ | ||
"affiliation": "Georgia Institute of Technology", | ||
"name": "Eva Dyer" | ||
}, | ||
{ | ||
"affiliation": "Martinos Center of Biomedical Imaging", | ||
"name": "Matti Hamalainen" | ||
}, | ||
{ | ||
"affiliation": "University of Pennsylvania", | ||
"name": "Konrad Kording" | ||
}, | ||
{ | ||
"affiliation": "System1 Biosciences Inc", | ||
"name": "Pavan Ramkumar", | ||
"orcid": 0000-0001-7450-0727 | ||
} | ||
], | ||
"keywords": [ | ||
"Python" | ||
"glm" | ||
"machine-learning" | ||
"lasso" | ||
"elastic-net" | ||
"group-lasso" | ||
], | ||
"license": "MIT", | ||
"upload_type": "software" | ||
} |