Optimizer¶
chainer.optimizer.Hyperparameter |
Set of hyperparameter entries of an optimizer. |
chainer.UpdateRule |
Base class of all update rules. |
chainer.Optimizer |
Base class of all numerical optimizers. |
chainer.GradientMethod |
Base class of all single gradient-based optimizers. |
Hook functions¶
chainer.optimizer.WeightDecay |
Optimizer/UpdateRule hook function for weight decay regularization. |
chainer.optimizer.Lasso |
Optimizer/UpdateRule hook function for Lasso regularization. |
chainer.optimizer.GradientClipping |
Optimizer hook function for gradient clipping. |
chainer.optimizer.GradientNoise |
Optimizer/UpdateRule hook function for adding gradient noise. |