API References

• factory module
  • parse_list()
  • IGANFactory
    • IGANFactory.__init__()
    • IGANFactory.get_gan()
    • IGANFactory.get_trainer()
    • IGANFactory._abc_impl
  • GANFactory
    • GANFactory.get_gan()
    • GANFactory.get_trainer()
    • GANFactory._abc_impl
  • ConditionalCatGANFactory
    • ConditionalCatGANFactory.get_gan()
    • ConditionalCatGANFactory.get_trainer()
    • ConditionalCatGANFactory._abc_impl
  • ConditionalProjGANFactory
    • ConditionalProjGANFactory.get_gan()
    • ConditionalProjGANFactory.get_trainer()
    • ConditionalProjGANFactory._abc_impl
  • CausalGANFactory
    • CausalGANFactory.get_cc()
    • CausalGANFactory.get_gan()
    • CausalGANFactory.get_trainer()
    • CausalGANFactory._abc_impl
  • get_factory()
• gans package
  • Submodules
  • gans.causal_gan module
    • CausalGAN
      • CausalGAN.__init__()
      • CausalGAN._build_model()
      • CausalGAN._save()
      • CausalGAN._load()
      • CausalGAN._train_labelers()
      • CausalGAN._train_generator()
      • CausalGAN.train()
  • gans.conditional_gan module
    • ConditionalGAN
      • ConditionalGAN._sample_pseudo_labels()
      • ConditionalGAN._generate_tsne_plot()
      • ConditionalGAN._abc_impl
  • gans.conditional_gan_cat module
    • ConditionalCatGAN
      • ConditionalCatGAN.__init__()
      • ConditionalCatGAN._get_gradient()
      • ConditionalCatGAN._cat_one_hot_labels()
      • ConditionalCatGAN.generate_cells()
      • ConditionalCatGAN._build_model()
      • ConditionalCatGAN._train_critic()
      • ConditionalCatGAN._train_generator()
      • ConditionalCatGAN._abc_impl
  • gans.conditional_gan_proj module
    • ConditionalProjGAN
      • ConditionalProjGAN.__init__()
      • ConditionalProjGAN._get_gradient()
      • ConditionalProjGAN.generate_cells()
      • ConditionalProjGAN._build_model()
      • ConditionalProjGAN._train_critic()
      • ConditionalProjGAN._train_generator()
      • ConditionalProjGAN._abc_impl
  • gans.gan module
    • GAN
      • GAN.__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
    • ConditionalBatchNorm
      • ConditionalBatchNorm.__init__()
      • ConditionalBatchNorm.forward()
  • layers.lsn module
    • LSN
      • LSN.__init__()
      • LSN.forward()
  • layers.masked_linear module
    • MaskedLinearFunction
      • MaskedLinearFunction.forward()
      • MaskedLinearFunction.backward()
      • MaskedLinearFunction._backward_cls
    • MaskedLinear
      • MaskedLinear.__init__()
      • MaskedLinear.reapply_mask()
      • MaskedLinear.reset_parameters()
      • MaskedLinear.forward()
      • MaskedLinear.extra_repr()
  • Module contents
• main module
• networks package
  • Submodules
  • networks.critic module
    • Critic
      • Critic.__init__()
      • Critic.forward()
      • Critic._create_critic()
      • Critic._create_critic_block()
    • ConditionalCritic
      • ConditionalCritic.__init__()
      • ConditionalCritic.forward()
      • ConditionalCritic._create_critic()
    • ConditionalCriticProj
      • ConditionalCriticProj.__init__()
      • ConditionalCriticProj.forward()
      • ConditionalCriticProj._create_critic()
  • networks.generator module
    • Generator
      • Generator.__init__()
      • Generator.forward()
      • Generator._create_generator()
      • Generator._create_generator_block()
    • ConditionalGenerator
      • ConditionalGenerator.__init__()
      • ConditionalGenerator.forward()
      • ConditionalGenerator._create_generator()
      • ConditionalGenerator._create_generator_block()
  • networks.labeler module
    • Labeler
      • Labeler.__init__()
      • Labeler.forward()
      • Labeler._create_labeler()
  • networks.masked_causal_generator module
    • CausalGenerator
      • CausalGenerator.__init__()
      • CausalGenerator.forward()
      • CausalGenerator._create_generator()
      • CausalGenerator._create_labeler()
      • CausalGenerator._create_generator_block()
      • CausalGenerator.freeze_causal_controller()
  • Module contents
• custom_parser module
  • get_configparser()
  • get_argparser()
• preprocessing package
  • Submodules
  • preprocessing.grn_creation module
    • create_GRN()
  • preprocessing.preprocess module
    • preprocess()
  • Module contents
• sc_dataset module
  • SCDataset
    • SCDataset.__init__()
    • SCDataset.__getitem__()
    • SCDataset.__len__()
  • get_loader()
• tfrecord_loader module
  • get_loader()