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William La Cava's Projects

2segp icon 2segp

Simple Simultaneous Ensemble Learning in Genetic Programming

aif360 icon aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

cpushpush icon cpushpush

The Push programming language and the PushGP genetic programming system implemented in C++

d-cgp icon d-cgp

Implementation of the differential CGP (Cartesian Genetic Programming)

devol icon devol

Automated deep neural network design via genetic programming

ec icon ec

Evaporative Cooling with ReliefF and Random Jungle

eigen-cuda icon eigen-cuda

MWE for using the Eigen library in CUDA kernels

ellen icon ellen

linear genetic programming system for symbolic regression and classification.

ellyn icon ellyn

python-wrapped version of ellen, a linear genetic programming system for symbolic regression and classification.

emo-lex icon emo-lex

a many objective optimization algorithm based on lexicase selection using the PISA framework.

evosoro icon evosoro

A Python Soft Robot Simulator Using Voxelyze

fair_gp icon fair_gp

Genetic programming approaches to learning fair classifiers

fairness-in-ml icon fairness-in-ml

This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.

few icon few

a feature engineering wrapper for sklearn

ffx icon ffx

Fast Function Extraction

fomo icon fomo

fairness-oriented multi-objective optimization

gecco_2019 icon gecco_2019

Code to reproduce the paper "Semantic variation operators for multidimensional genetic programming"

gerryfair icon gerryfair

library for fair auditing and learning of classifiers with respect to rich subgroup fairness.

gp-gomea icon gp-gomea

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

gpem_2019 icon gpem_2019

Supporting information for the paper "Learning feature spaces for regression with genetic programming"

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