This repository contains the source files and scripts necessary to recreate the experiments and figures in our paper "Using SLISEMAP to Interpret Physical Data".

pyslise

Robust regression algorithm that can be used for explaining black box models (Python implementation)

shgde

sider

slise

Robust regression algorithm that can be used for explaining black box models (R implementation)

slisemap

SLISEMAP: Combining supervised dimensionality reduction with local explanations

slisemap_interactive

Interactive plots for Slisemap

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Constrained randomisation of matrices using tiles

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Web-first Visualisation platform for Multidimensional Data

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