distributions

Value Members

1. object FullyReparameterized extends ReparameterizationType with Product with Serializable

   

   Samples from the distribution are fully reparameterized, and straight-through gradients are supported.

2. object NotReparameterized extends ReparameterizationType with Product with Serializable

   

   Samples from the distribution are not fully reparameterized, and straight-through gradients are either partially unsupported or are not supported at all.

   Samples from the distribution are not fully reparameterized, and straight-through gradients are either partially unsupported or are not supported at all. In this case, for purposes of e.g. reinforcement learning or variational inference, it is generally safest to wrap the sample results in a stopGradients call and instead use policy gradients or a surrogate loss instead.