/AutoEncoder_Paper

Testing pixel importance and interactions in auto encoders

Primary LanguageR

This repository contains the R scripts that accompany the paper titled "Permutation-Based Visualisation of Input and Encoded Space in Autoencoders".

A description of the contents of each files is as follows:

  • Data: This folder contains two zip files. The file soerenab_AudioMNIST_master_data.zip contains the raw audio MNIST data. The data was originally sourced from here. The second zip file, col_images.zip, contains the processed spectrograms of the audio MNIST data.

  • Paper: This folder contains a .pdf of the finalised article.

  • R Scripts: This folder contains the R scripts used to generate the results in the article.

  • Saved_Objects: This folder contains .RData objects that correspond to the results obtained from running the R scripts in the R Scripts folder and which are seen in the finalised article.