This codebase contains implementations for "Skean, Oscar, et al. DiME: Maximizing Mutual Information by a Difference of Matrix-Based Entropies."

There are four subfolders pertaining to different experiments:

1. variational_mi_bounds - Notebook with variational bounds comparisons
2. multiview-MNIST - Notebooks and code for rotated/noisy MNIST multiview dataset and associated experiments
3. multiview-Colored-MNIST - Notebooks and code for colored MNIST multiview dataset and associated experiments
4. DiME-GAN - Notebook with GAN experiments