Cava Lab

srbench

A living benchmark framework for symbolic regression

ellyn

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

feat

A feature engineering automation tool for learning data representations

fomo

fairness-oriented multi-objective optimization

ecg-survival-benchmark

A benchmark of mortality risk prediction models using electrocardiograms.

brush

An interpretable machine learning library

lexicase_runtime

Experiment code for the paper "Population Diversity Leads to Short Running Times of Lexicase Selection"

pmcboost

proportional multicalibration boosting

proportional-multicalibration

reconciling multi-calibration and differential fairness/privacy

ai-efm

Deep learning models for predicting fetal distress from electronic fetal monitoring.

interfair

Bias Detection Tool Entry for the #ExpeditionHacks Competition

mimic3-benchmarks

Benchmarks FEAT on the machine learning datasets from the MIMIC-III 💊 clinical database.

cavalab.github.io

fomo-gecco23

Code for experiment testing github.com/cavalab/fomo

m4gp-gametes

M4GP runs on GAMETES datasets.

manylinux-wheel-builder

This action builds manylinux wheels for several recent versions of Python (3.6 - 3.9) and publishes to pypi. It uses docker image provided by pypa's manylinux project. We are using manylinux2010_x86_64 docker image which requires pip >= 19.0 on the client installing the built wheel.

teach-unix

how to exit vim: an intro to working in unix

.github

Interpretable and fair machine learning for digital health

eql

implementation of EQL https://github.com/martius-lab/EQL

marginal-intersectional

https://cavalab.org/marginal-intersectional

mimic-iv-admissions

Code to preprocess MIMIC-IV for building risk prediction models

staged-recipes

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

ubuntu-slurm

Steps to create a small slurm cluster with GPU enabled nodes