kose-y / ParProx.jl

GPU-Parallel L1- and latent group-penalized logistic regression and Cox proportional hazard regression using the proximal gradient method.

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ParProx

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GPU-Parallel L1- and (overlapping) group-penalized logistic regression and Cox proportional hazard regression using the proximal gradient method.

S. Ko, G. X. Li, H. Choi, and J.-H. Won (2021). Computationally scalable regression modeling for large-scale clinical omics data with ParProx. Briefings in Bioinformatics, bbab256. doi:10.1093/bib/bbab256.

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GPU-Parallel L1- and latent group-penalized logistic regression and Cox proportional hazard regression using the proximal gradient method.


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