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Tobias Moxter's Projects

genepro-encoding icon genepro-encoding

A baseline implementation of genetic programming (using trees to encode programs) with some examples of usage. – Baseline used to investigate real-valued encoding of syntax trees.

genetic-programming-toolbox icon genetic-programming-toolbox

Conventional Genetic Programming framework combined with multiple novel variation operators including "Nearby Neighbors of Semantic Subsets under P" and variation with the Semantically Aware Variational Autoencoder. Regression tasks such as breast cancer detection can be tackled using explainable (human-interpretable) approaches to ML.

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