API References#
- factory module
- gans package
- Submodules
- gans.causal_gan module
- gans.conditional_gan module
- gans.conditional_gan_cat module
- gans.conditional_gan_proj module
- gans.gan module
GANGAN.__init__()GAN._generate_noise()GAN._set_exponential_lr()GAN._critic_loss()GAN._generator_loss()GAN._get_gradient()GAN._gradient_penalty()GAN.generate_cells()GAN._save()GAN._load()GAN._build_model()GAN._get_loaders()GAN._add_tensorboard_graph()GAN._update_tensorboard()GAN._generate_tsne_plot()GAN._train_critic()GAN._train_generator()GAN.train()
- Module contents
- layers package
- Submodules
- layers.cbn module
ConditionalBatchNormConditionalBatchNorm.__init__()ConditionalBatchNorm.forward()ConditionalBatchNorm.trainingConditionalBatchNorm._parametersConditionalBatchNorm._buffersConditionalBatchNorm._non_persistent_buffers_setConditionalBatchNorm._backward_hooksConditionalBatchNorm._is_full_backward_hookConditionalBatchNorm._forward_hooksConditionalBatchNorm._forward_pre_hooksConditionalBatchNorm._state_dict_hooksConditionalBatchNorm._load_state_dict_pre_hooksConditionalBatchNorm._load_state_dict_post_hooksConditionalBatchNorm._modules
- layers.lsn module
- layers.masked_linear module
MaskedLinearFunctionMaskedLinearMaskedLinear.__init__()MaskedLinear.reapply_mask()MaskedLinear.reset_parameters()MaskedLinear.forward()MaskedLinear.extra_repr()MaskedLinear.trainingMaskedLinear._parametersMaskedLinear._buffersMaskedLinear._non_persistent_buffers_setMaskedLinear._backward_hooksMaskedLinear._is_full_backward_hookMaskedLinear._forward_hooksMaskedLinear._forward_pre_hooksMaskedLinear._state_dict_hooksMaskedLinear._load_state_dict_pre_hooksMaskedLinear._load_state_dict_post_hooksMaskedLinear._modules
- Module contents
- main module
- networks package
- Submodules
- networks.critic module
CriticCritic.__init__()Critic.forward()Critic._create_critic()Critic._create_critic_block()Critic.trainingCritic._parametersCritic._buffersCritic._non_persistent_buffers_setCritic._backward_hooksCritic._is_full_backward_hookCritic._forward_hooksCritic._forward_pre_hooksCritic._state_dict_hooksCritic._load_state_dict_pre_hooksCritic._load_state_dict_post_hooksCritic._modules
ConditionalCriticConditionalCritic.__init__()ConditionalCritic.forward()ConditionalCritic._create_critic()ConditionalCritic.trainingConditionalCritic._parametersConditionalCritic._buffersConditionalCritic._non_persistent_buffers_setConditionalCritic._backward_hooksConditionalCritic._is_full_backward_hookConditionalCritic._forward_hooksConditionalCritic._forward_pre_hooksConditionalCritic._state_dict_hooksConditionalCritic._load_state_dict_pre_hooksConditionalCritic._load_state_dict_post_hooksConditionalCritic._modules
ConditionalCriticProjConditionalCriticProj.__init__()ConditionalCriticProj.forward()ConditionalCriticProj._create_critic()ConditionalCriticProj.trainingConditionalCriticProj._parametersConditionalCriticProj._buffersConditionalCriticProj._non_persistent_buffers_setConditionalCriticProj._backward_hooksConditionalCriticProj._is_full_backward_hookConditionalCriticProj._forward_hooksConditionalCriticProj._forward_pre_hooksConditionalCriticProj._state_dict_hooksConditionalCriticProj._load_state_dict_pre_hooksConditionalCriticProj._load_state_dict_post_hooksConditionalCriticProj._modules
- networks.generator module
GeneratorGenerator.__init__()Generator.forward()Generator._create_generator()Generator._create_generator_block()Generator.trainingGenerator._parametersGenerator._buffersGenerator._non_persistent_buffers_setGenerator._backward_hooksGenerator._is_full_backward_hookGenerator._forward_hooksGenerator._forward_pre_hooksGenerator._state_dict_hooksGenerator._load_state_dict_pre_hooksGenerator._load_state_dict_post_hooksGenerator._modules
ConditionalGeneratorConditionalGenerator.__init__()ConditionalGenerator.forward()ConditionalGenerator._create_generator()ConditionalGenerator._create_generator_block()ConditionalGenerator.trainingConditionalGenerator._parametersConditionalGenerator._buffersConditionalGenerator._non_persistent_buffers_setConditionalGenerator._backward_hooksConditionalGenerator._is_full_backward_hookConditionalGenerator._forward_hooksConditionalGenerator._forward_pre_hooksConditionalGenerator._state_dict_hooksConditionalGenerator._load_state_dict_pre_hooksConditionalGenerator._load_state_dict_post_hooksConditionalGenerator._modules
- networks.labeler module
LabelerLabeler.__init__()Labeler.forward()Labeler._create_labeler()Labeler.trainingLabeler._parametersLabeler._buffersLabeler._non_persistent_buffers_setLabeler._backward_hooksLabeler._is_full_backward_hookLabeler._forward_hooksLabeler._forward_pre_hooksLabeler._state_dict_hooksLabeler._load_state_dict_pre_hooksLabeler._load_state_dict_post_hooksLabeler._modules
- networks.masked_causal_generator module
CausalGeneratorCausalGenerator.__init__()CausalGenerator.forward()CausalGenerator._create_generator()CausalGenerator._create_labeler()CausalGenerator._create_generator_block()CausalGenerator.freeze_causal_controller()CausalGenerator.trainingCausalGenerator._parametersCausalGenerator._buffersCausalGenerator._non_persistent_buffers_setCausalGenerator._backward_hooksCausalGenerator._is_full_backward_hookCausalGenerator._forward_hooksCausalGenerator._forward_pre_hooksCausalGenerator._state_dict_hooksCausalGenerator._load_state_dict_pre_hooksCausalGenerator._load_state_dict_post_hooksCausalGenerator._modules
- Module contents
- custom_parser module
- preprocessing package
- evaluation package
- perturbation package
- sc_dataset module
- tfrecord_loader module