William La Cava (lacava)

lacava

Geek Repo

Company:@cavalab

Location:Boston, MA

Home Page:williamlacava.com

Twitter:@w_la_cava

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Organizations
cavalab

William La Cava's repositories

few

a feature engineering wrapper for sklearn

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fair_gp

Genetic programming approaches to learning fair classifiers

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epsilon_lexicase

epsilon lexicase journal paper

gpem_2019

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

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ode-strogatz

A benchmark set of 2-state nonlinear ordinary differential equations adapted from Strogatz's book "Nonlinear Dynamics and Chaos"

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paper-srbench

Paper support the SRBench project

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2SEGP

Simple Simultaneous Ensemble Learning in Genetic Programming

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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.

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covid19-forecast-hub

Projections of COVID-19, in standardized format

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cv

my cv

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deep-symbolic-regression

Source code for deep symbolic regression.

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ellyn

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

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fairness-in-ml

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

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gecco_2019

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

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GP-GOMEA

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

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lacava.github.io

documentation for my repositories

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longitudinal

simulating longitudinal data

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MCMC-SymReg

Symbolic Regression using MCMC sampling

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operon

C++ Large Scale Genetic Programming

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pennai

PennAI: AI-Driven Data Science

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project-template

A template for scikit-learn extensions

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PS-Tree

An open source python library for non-linear piecewise symbolic regression based on Genetic Programming

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reflexible

Package for plotting and analysis of geophysical model data

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regression-benchmark

A large benchmark study of recent symbolic regression methods

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staged-recipes

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

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Surprise

A Python scikit for building and analyzing recommender systems

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tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

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vim-venter

Vim plugin that horizontally centers the current window(s)

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