bigSurvSGD

cranv0.0.1

Big Survival Analysis Using Stochastic Gradient Descent. Fits Cox model via stochastic gradient descent. This implementation avoids computational instability of the standard Cox Model when dealing large datasets. Furthermore, it scales up with large datasets that do not fit the memory. It also handles large sparse datasets using proximal stochastic gradie

License GPL (>= 2)0 versions1 maintainers6 deps89 weekly dl
https://CRAN.R-project.org/package=bigSurvSGD
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foreachparallelRcppbigmemorydoParallelsurvival
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First published · 2020-10-01 09:38:30

Last updated · 2020-10-01T07:40:02+00:00