Penalized Generalized Linear Models with Stochastic Gradient Descent

Source: R/sgdnet-package.R

Penalized Generalized Linear Models with Stochastic Gradient Descent

Package options

Parts of the sgdnet API can be interfaced with via options as follows:

  • sgdnet.debug: set to TRUE to enable debugging features, which will be accessible via a 'diagnostics' attribute to the 'sgdnet' object that is returned by sgdnet().