%matplotlib inline
from fastai.gen_doc.nbdoc import *
from fastai.vision import * 
from fastai.vision.gan import *

show_doc(GANLearner)

show_doc(GANLearner.from_learners)

show_doc(GANLearner.wgan)

show_doc(FixedGANSwitcher, title_level=3)

show_doc(FixedGANSwitcher.on_train_begin)

show_doc(FixedGANSwitcher.on_batch_end)

show_doc(AdaptiveGANSwitcher, title_level=3)

show_doc(AdaptiveGANSwitcher.on_batch_end)

show_doc(GANDiscriminativeLR, title_level=3)

show_doc(GANDiscriminativeLR.on_batch_begin)

show_doc(GANDiscriminativeLR.on_step_end)

show_doc(basic_critic)

show_doc(basic_generator)

show_doc(gan_critic)

show_doc(GANTrainer)

show_doc(GANTrainer.switch)

show_doc(GANTrainer.on_train_begin)

show_doc(GANTrainer.on_epoch_begin)

show_doc(GANTrainer.on_batch_begin)

show_doc(GANTrainer.on_backward_begin)

show_doc(GANTrainer.on_epoch_end)

show_doc(GANTrainer.on_train_end)

show_doc(GANModule, title_level=3)

show_doc(GANModule.switch)

show_doc(GANLoss, title_level=3)

show_doc(AdaptiveLoss, title_level=3)

show_doc(accuracy_thresh_expand)

show_doc(NoisyItem, title_level=3)

show_doc(GANItemList, title_level=3)

show_doc(GANItemList.show_xys)

show_doc(GANItemList.show_xyzs)

show_doc(GANLoss.critic)

show_doc(GANModule.forward)

show_doc(GANLoss.generator)

show_doc(NoisyItem.apply_tfms)

show_doc(AdaptiveLoss.forward)

show_doc(GANItemList.get)

show_doc(GANItemList.reconstruct)

show_doc(AdaptiveLoss.forward)