A simple PyTorch implementation of Masked Autoencoder Distribution Estimation (MADE) for binary image dataset. Based on MADE: Masked Autoencoder for Distribution Estimation by Germain et. al., and ...

Autoregressive models are among the most successful neural network methods for estimating a distribution from a set of samples. However, these models, such as other neural methods, need large data ...

This is implementation of Masked Autoencoder for Distribution Estimation(MADE). To facilitate sampling numbers, I used one-hot encoding of numbers as additional input. The shape of input is batch size ...

Autoregressive models are among the most successful neural network methods for estimating a distribution from a set of samples. However, these models, such as other neural methods, need large data ...