sparse-lm: Sparse linear regression models in Python

Python Submitted 09 August 2023Published 21 December 2023

Editor: @jbytecode (all papers)
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Luis Barroso-Luque (0000-0002-6453-9545), Fengyu Xie (0000-0002-1169-1690)


Barroso-Luque et al., (2023). sparse-lm: Sparse linear regression models in Python. Journal of Open Source Software, 8(92), 5867,

@article{Barroso-Luque2023, doi = {10.21105/joss.05867}, url = {}, year = {2023}, publisher = {The Open Journal}, volume = {8}, number = {92}, pages = {5867}, author = {Luis Barroso-Luque and Fengyu Xie}, title = {sparse-lm: Sparse linear regression models in Python}, journal = {Journal of Open Source Software} }
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scikit-learn cvxpy linear regression regularization structured sparsity

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