models

• Divergences_jax module
  • DataLoader
  • Discriminator_Penalty
    • Discriminator_Penalty.evaluate()
    • Discriminator_Penalty.get_penalty_weight()
    • Discriminator_Penalty.set_penalty_weight()
  • Divergence
    • Divergence.discriminate()
    • Divergence.discriminator_loss()
    • Divergence.estimate()
    • Divergence.eval_var_formula()
    • Divergence.gen_train_step()
    • Divergence.generator_loss()
    • Divergence.get_batch_size()
    • Divergence.get_discriminator()
    • Divergence.get_learning_rate()
    • Divergence.get_no_epochs()
    • Divergence.set_batch_size()
    • Divergence.set_discriminator()
    • Divergence.set_learning_rate()
    • Divergence.set_no_epochs()
    • Divergence.train()
    • Divergence.train_step()
  • Gradient_Penalty_1Sided
    • Gradient_Penalty_1Sided.evaluate()
    • Gradient_Penalty_1Sided.get_Lip_constant()
    • Gradient_Penalty_1Sided.set_Lip_constant()
  • Gradient_Penalty_2Sided
    • Gradient_Penalty_2Sided.evaluate()
    • Gradient_Penalty_2Sided.get_Lip_constant()
    • Gradient_Penalty_2Sided.set_Lip_constant()
  • IPM
    • IPM.eval_var_formula()
    • IPM.eval_var_formula_gen()
  • Jensen_Shannon_LT
    • Jensen_Shannon_LT.f_star()
    • Jensen_Shannon_LT.final_layer_activation()
  • KLD_DV
    • KLD_DV.eval_var_formula()
    • KLD_DV.eval_var_formula_gen()
  • KLD_LT
    • KLD_LT.f_star()
  • Pearson_chi_squared_HCR
    • Pearson_chi_squared_HCR.eval_var_formula()
    • Pearson_chi_squared_HCR.eval_var_formula_gen()
  • Pearson_chi_squared_LT
    • Pearson_chi_squared_LT.f_star()
  • Renyi_Divergence
    • Renyi_Divergence.get_order()
    • Renyi_Divergence.set_order()
  • Renyi_Divergence_CC
    • Renyi_Divergence_CC.eval_var_formula()
    • Renyi_Divergence_CC.eval_var_formula_gen()
    • Renyi_Divergence_CC.final_layer_activation()
  • Renyi_Divergence_CC_rescaled
    • Renyi_Divergence_CC_rescaled.eval_var_formula()
    • Renyi_Divergence_CC_rescaled.eval_var_formula_gen()
    • Renyi_Divergence_CC_rescaled.final_layer_activation()
  • Renyi_Divergence_DV
    • Renyi_Divergence_DV.eval_var_formula()
    • Renyi_Divergence_DV.eval_var_formula_gen()
  • Renyi_Divergence_WCR
    • Renyi_Divergence_WCR.eval_var_formula()
    • Renyi_Divergence_WCR.eval_var_formula_gen()
  • alpha_Divergence_LT
    • alpha_Divergence_LT.f_star()
    • alpha_Divergence_LT.get_order()
    • alpha_Divergence_LT.set_order()
  • f_Divergence
    • f_Divergence.eval_var_formula()
    • f_Divergence.eval_var_formula_gen()
    • f_Divergence.f_star()
    • f_Divergence.final_layer_activation()
  • squared_Hellinger_LT
    • squared_Hellinger_LT.f_star()
    • squared_Hellinger_LT.final_layer_activation()
• Divergences_tf module
  • Discriminator_Penalty
    • Discriminator_Penalty.evaluate()
    • Discriminator_Penalty.get_penalty_weight()
    • Discriminator_Penalty.set_penalty_weight()
  • Divergence
    • Divergence.discriminate()
    • Divergence.discriminator_loss()
    • Divergence.estimate()
    • Divergence.eval_var_formula()
    • Divergence.generator_loss()
    • Divergence.get_batch_size()
    • Divergence.get_discriminator()
    • Divergence.get_learning_rate()
    • Divergence.get_no_epochs()
    • Divergence.set_batch_size()
    • Divergence.set_discriminator()
    • Divergence.set_learning_rate()
    • Divergence.set_no_epochs()
    • Divergence.train()
    • Divergence.train_step()
  • Gradient_Penalty_1Sided
    • Gradient_Penalty_1Sided.evaluate()
    • Gradient_Penalty_1Sided.get_Lip_constant()
    • Gradient_Penalty_1Sided.set_Lip_constant()
  • Gradient_Penalty_2Sided
    • Gradient_Penalty_2Sided.evaluate()
    • Gradient_Penalty_2Sided.get_Lip_constant()
    • Gradient_Penalty_2Sided.set_Lip_constant()
  • IPM
    • IPM.eval_var_formula()
    • IPM.eval_var_formula_gen()
  • Jensen_Shannon_LT
    • Jensen_Shannon_LT.f_star()
    • Jensen_Shannon_LT.final_layer_activation()
  • KLD_DV
    • KLD_DV.eval_var_formula()
    • KLD_DV.eval_var_formula_gen()
  • KLD_LT
    • KLD_LT.f_star()
  • Pearson_chi_squared_HCR
    • Pearson_chi_squared_HCR.eval_var_formula()
    • Pearson_chi_squared_HCR.eval_var_formula_gen()
  • Pearson_chi_squared_LT
    • Pearson_chi_squared_LT.f_star()
  • Renyi_Divergence
    • Renyi_Divergence.get_order()
    • Renyi_Divergence.set_order()
  • Renyi_Divergence_CC
    • Renyi_Divergence_CC.eval_var_formula()
    • Renyi_Divergence_CC.eval_var_formula_gen()
    • Renyi_Divergence_CC.final_layer_activation()
  • Renyi_Divergence_CC_rescaled
    • Renyi_Divergence_CC_rescaled.eval_var_formula()
    • Renyi_Divergence_CC_rescaled.eval_var_formula_gen()
    • Renyi_Divergence_CC_rescaled.final_layer_activation()
  • Renyi_Divergence_DV
    • Renyi_Divergence_DV.eval_var_formula()
    • Renyi_Divergence_DV.eval_var_formula_gen()
  • Renyi_Divergence_WCR
    • Renyi_Divergence_WCR.eval_var_formula()
    • Renyi_Divergence_WCR.eval_var_formula_gen()
  • alpha_Divergence_LT
    • alpha_Divergence_LT.f_star()
    • alpha_Divergence_LT.get_order()
    • alpha_Divergence_LT.set_order()
  • f_Divergence
    • f_Divergence.eval_var_formula()
    • f_Divergence.eval_var_formula_gen()
    • f_Divergence.f_star()
    • f_Divergence.final_layer_activation()
  • squared_Hellinger_LT
    • squared_Hellinger_LT.f_star()
    • squared_Hellinger_LT.final_layer_activation()
• Divergences_torch module
  • Discriminator_Penalty
    • Discriminator_Penalty.evaluate()
    • Discriminator_Penalty.get_penalty_weight()
    • Discriminator_Penalty.set_penalty_weight()
  • Divergence
    • Divergence.discriminate()
    • Divergence.discriminator_loss()
    • Divergence.estimate()
    • Divergence.eval_var_formula()
    • Divergence.generator_loss()
    • Divergence.get_batch_size()
    • Divergence.get_discriminator()
    • Divergence.get_learning_rate()
    • Divergence.get_no_epochs()
    • Divergence.set_batch_size()
    • Divergence.set_discriminator()
    • Divergence.set_learning_rate()
    • Divergence.set_no_epochs()
    • Divergence.train()
    • Divergence.train_step()
  • Gradient_Penalty_1Sided
    • Gradient_Penalty_1Sided.evaluate()
    • Gradient_Penalty_1Sided.get_Lip_constant()
    • Gradient_Penalty_1Sided.set_Lip_constant()
  • Gradient_Penalty_2Sided
    • Gradient_Penalty_2Sided.evaluate()
    • Gradient_Penalty_2Sided.get_Lip_constant()
    • Gradient_Penalty_2Sided.set_Lip_constant()
  • IPM
    • IPM.eval_var_formula()
    • IPM.eval_var_formula_gen()
  • Jensen_Shannon_LT
    • Jensen_Shannon_LT.f_star()
    • Jensen_Shannon_LT.final_layer_activation()
  • KLD_DV
    • KLD_DV.eval_var_formula()
    • KLD_DV.eval_var_formula_gen()
  • KLD_LT
    • KLD_LT.f_star()
  • Pearson_chi_squared_HCR
    • Pearson_chi_squared_HCR.eval_var_formula()
    • Pearson_chi_squared_HCR.eval_var_formula_gen()
  • Pearson_chi_squared_LT
    • Pearson_chi_squared_LT.f_star()
  • Renyi_Divergence
    • Renyi_Divergence.get_order()
    • Renyi_Divergence.set_order()
  • Renyi_Divergence_CC
    • Renyi_Divergence_CC.eval_var_formula()
    • Renyi_Divergence_CC.eval_var_formula_gen()
    • Renyi_Divergence_CC.final_layer_activation()
  • Renyi_Divergence_CC_rescaled
    • Renyi_Divergence_CC_rescaled.eval_var_formula()
    • Renyi_Divergence_CC_rescaled.eval_var_formula_gen()
    • Renyi_Divergence_CC_rescaled.final_layer_activation()
  • Renyi_Divergence_DV
    • Renyi_Divergence_DV.eval_var_formula()
    • Renyi_Divergence_DV.eval_var_formula_gen()
  • Renyi_Divergence_WCR
    • Renyi_Divergence_WCR.eval_var_formula()
    • Renyi_Divergence_WCR.eval_var_formula_gen()
  • alpha_Divergence_LT
    • alpha_Divergence_LT.f_star()
    • alpha_Divergence_LT.get_order()
    • alpha_Divergence_LT.set_order()
  • f_Divergence
    • f_Divergence.eval_var_formula()
    • f_Divergence.eval_var_formula_gen()
    • f_Divergence.f_star()
    • f_Divergence.final_layer_activation()
  • squared_Hellinger_LT
    • squared_Hellinger_LT.f_star()
    • squared_Hellinger_LT.final_layer_activation()
• GAN_CIFAR10_jax module
  • Discriminator
    • Discriminator.__call__()
    • Discriminator.name
    • Discriminator.parent
    • Discriminator.scope
  • Discriminator_cond
    • Discriminator_cond.__call__()
    • Discriminator_cond.name
    • Discriminator_cond.parent
    • Discriminator_cond.scope
  • Generator
    • Generator.__call__()
    • Generator.name
    • Generator.parent
    • Generator.scope
  • Generator_cond
    • Generator_cond.__call__()
    • Generator_cond.name
    • Generator_cond.parent
    • Generator_cond.scope
• GAN_CIFAR10_tf module
  • Discriminator
    • Discriminator.call()
    • Discriminator.build()
    • Discriminator.call()
  • DiscriminatorBlock
    • DiscriminatorBlock.call()
    • DiscriminatorBlock.build()
    • DiscriminatorBlock.call()
  • Generator
    • Generator.call()
    • Generator.build()
    • Generator.call()
  • GeneratorBlock
    • GeneratorBlock.call()
    • GeneratorBlock.build()
    • GeneratorBlock.call()
    • GeneratorBlock.compute_output_shape()
    • GeneratorBlock.from_config()
    • GeneratorBlock.get_config()
  • avg_pool2d()
• GAN_CIFAR10_torch module
  • Discriminator
    • Discriminator.forward()
    • Discriminator.forward()
  • DiscriminatorBlock
    • DiscriminatorBlock.forward()
    • DiscriminatorBlock.forward()
  • Discriminator_cond
    • Discriminator_cond.forward()
    • Discriminator_cond.forward()
  • Generator
    • Generator.forward()
    • Generator.forward()
  • GeneratorBlock
    • GeneratorBlock.forward()
    • GeneratorBlock.forward()
  • Generator_cond
    • Generator_cond.forward()
    • Generator_cond.forward()
  • avg_pool2d()
• GAN_MNIST_jax module
  • Discriminator_MNIST_cond
    • Discriminator_MNIST_cond.name
    • Discriminator_MNIST_cond.parent
    • Discriminator_MNIST_cond.scope
  • Generator_MNIST_cond
    • Generator_MNIST_cond.latent_dim
    • Generator_MNIST_cond.name
    • Generator_MNIST_cond.num_classes
    • Generator_MNIST_cond.parent
    • Generator_MNIST_cond.scope
• GAN_MNIST_tf module
  • Discriminator_MNIST_cond()
  • Generator_MNIST_cond()
• GAN_MNIST_torch module
  • Discriminator_MNIST
    • Discriminator_MNIST.forward()
    • Discriminator_MNIST.forward()
  • Discriminator_MNIST_cond
    • Discriminator_MNIST_cond.forward()
    • Discriminator_MNIST_cond.forward()
  • Generator_MNIST
    • Generator_MNIST.forward()
    • Generator_MNIST.forward()
  • Generator_MNIST_cond
    • Generator_MNIST_cond.forward()
    • Generator_MNIST_cond.forward()
• GAN_jax module
  • DataLoader
  • GAN
    • GAN.disc_train_step()
    • GAN.estimate_loss()
    • GAN.gen_train_step()
    • GAN.generate_samples()
    • GAN.train()
• GAN_tf module
  • GAN
    • GAN.disc_train_step()
    • GAN.estimate_loss()
    • GAN.gen_train_step()
    • GAN.generate_samples()
    • GAN.train()
• GAN_torch module
  • GAN
    • GAN.disc_train_step()
    • GAN.estimate_loss()
    • GAN.gen_train_step()
    • GAN.generate_samples()
    • GAN.train()
• model_jax module
  • Discriminator
    • Discriminator.bounded
    • Discriminator.bounded_activation()
    • Discriminator.input_dim
    • Discriminator.layers_list
    • Discriminator.name
    • Discriminator.parent
    • Discriminator.scope
    • Discriminator.spec_norm
  • DiscriminatorMNIST
    • DiscriminatorMNIST.name
    • DiscriminatorMNIST.parent
    • DiscriminatorMNIST.scope
  • Generator
    • Generator.X_dim
    • Generator.Z_dim
    • Generator.layers_list
    • Generator.name
    • Generator.parent
    • Generator.scope
    • Generator.spec_norm
• model_tf module
  • Discriminator
    • Discriminator.call()
    • Discriminator.bounded_activation()
    • Discriminator.bounded_activation()
    • Discriminator.call()
  • DiscriminatorMNIST
    • DiscriminatorMNIST.call()
    • DiscriminatorMNIST.call()
  • Generator
    • Generator.call()
    • Generator.call()
• model_torch module
  • BoundedActivation
    • BoundedActivation.bounded_activation()
    • BoundedActivation.forward()
    • BoundedActivation.forward()
  • Discriminator
    • Discriminator.forward()
    • Discriminator.forward()
  • Discriminator_MNIST
    • Discriminator_MNIST.forward()
    • Discriminator_MNIST.forward()
  • Generator
    • Generator.forward()
    • Generator.forward()