Calculate the gradient of Model parameter with given training instance.
Calculate the gradient of Model parameter with given training instance.
Param for weight column name.
Param for weight column name. If this is not set or empty, we treat all instance weights as 1.0..
Pretrainer provides a way to train pre train networks before running fully backpropagation. Pretrainer assumes pretrain layers are put continuously at the head of network.