Marco

GP-GOMEA. Genetic Programming version of GOMEA. Also includes standard tree-based GP, and Semantic Backpropagation-based GP

genepro. A baseline implementation of genetic programming (using trees to encode programs) with some examples of usage.

pyNSGP. Multi-objective Genetic Programming by NSGA-II in Python

SimpleGP. Simple Genetic Programming for Symbolic Regression in Python3

gpg. Re-implementation of GP-GOMEA that attempts to be simpler to understand and use than the original.

robust-counterfactuals. Repo of the paper "On the Robustness of Sparse Counterfactual Explanations to Adverse Perturbations"

2SEGP. Simple Simultaneous Ensemble Learning in Genetic Programming

CoGS. A baseline genetic algorithm for the discovery of counterfactuals, implemented in Python for ease of use and heavily leveraging NumPy for speed.

DivNichGP. Python re-implementation of the Diverse Niching Genetic Programming algorithm for binary classification and regression

Uncertainty-Estimation-in-Deep-Nets. Attempt to reproduce the toy experiment of http://bit.ly/2C9Z8St with an ensemble of nets and with dropout.

APhA. Code to automatically assemble highly-individualized phantoms from DICOM CT scans and RT STRUCT files

coeffmut_gpgomea. Code to reproduce paper by Virgolin and Bosman "Coefficient mutation in the gene-pool optimal mixing evolutionary algorithm for symbolic regression" 2022

FaceDetectionDotNet. A small C# project to detect faces and facial landmarks

ML-PIE. Code to run ML-PIE (EC+DM WS @ GECCO '21)

Experiments-on-DF-Net-and-GPT-3. Code for "DAISY: An Implementation of Five Core Principles for Transparent and Accountable Conversational AI" 2022. Fork from ACL 2020 Paper "Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog"