Normally, conjugate gradient methods are only used on data that has a continuous first derivative, so the code was modified to prune weights that go exactly to zero.
as we will show, while GIS uses an update rule of the form our modified algorithm uses a rule of the form (3) Note that there are two different styles of model that one can use, especially in the common case that there are two outputs (values for y.)