vistla
Detecting Influence Paths with Information Theory
Last update: 14 December 2023
Copyright license: GNU General Public License
Software version identifier: 1.0.1, 1.0.0, 1.0.1, 1.1.0, 2.0.0, 2.0.1
Traces information spread through interactions between features, utilising information theory measures and a higher-order generalisation of the concept of widest paths in graphs. In particular, 'vistla' can be used to better understand the results of high-throughput biomedical experiments, by organising the effects of the investigated intervention in a tree-like hierarchy from direct to indirect ones, following the plausible information relay circuits. Due to its higher-order nature, 'vistla' can handle multi-modality and assign multiple roles to a single feature.
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