Datasets

In this section, you will find all the built-in datasets that are currently implemented in multivae library

Available Datasets

MultimodalBaseDataset

This class is the base class for datasets.

IncompleteDataset

This class is the base class for datasets with incomplete data.

MnistLabels

Mnist-Labels dataset.

MnistSvhn

A paired MnistSvhn dataset.

CUB

A paired text image CUB dataset.

MHD

Dataset class for the MHD dataset introduced in the paper: 'Leveraging hierarchy in multimodal generative models for effective cross-modality inference' (Vasco et al, 2021).'

MMNISTDataset

Multimodal PolyMNIST Dataset from 'Generalized Multimodal Elbo' Sutter et al 2021.

CelebAttr

A CelebA dataset with paired images and attributes.

TranslatedMMNIST

Translated version of the PolyMNIST dataset.