MNIST

A collection of Neural nets used to perform the benchmark on MNIST

• ConvNets
• ResNets

ConvNets

Encoder_Conv_AE_MNIST	A Convolutional encoder suited for MNIST and Autoencoder-based models.
Encoder_Conv_VAE_MNIST	A Convolutional encoder suited for MNIST and Variational Autoencoder-based models.
Encoder_Conv_SVAE_MNIST	A Convolutional encoder suited for mnist and Hyperspherical autoencoder Variational Autoencoder.
Decoder_Conv_AE_MNIST	A Convolutional decoder suited for MNIST and Autoencoder-based models.
Discriminator_Conv_MNIST	A Convolutional discriminator suited for MNIST.

ResNets

Encoder_ResNet_AE_MNIST	A ResNet encoder suited for MNIST and Autoencoder-based models.
Encoder_ResNet_VAE_MNIST	A ResNet encoder suited for MNIST and Variational Autoencoder-based models.
Encoder_ResNet_SVAE_MNIST	A ResNet encoder suited for MNIST and Hyperspherical VAE models.
Encoder_ResNet_VQVAE_MNIST	A ResNet encoder suited for MNIST and Vector Quantized VAE models.
Decoder_ResNet_AE_MNIST	A ResNet decoder suited for MNIST and Autoencoder-based models.
Decoder_ResNet_VQVAE_MNIST	A ResNet decoder suited for MNIST and Vector Quantized VAE models.