Pinned Repositories
brush
An interpretable machine learning library
ecg-survival-benchmark
A benchmark of mortality risk prediction models using electrocardiograms.
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
lexicase_runtime
Experiment code for the paper "Population Diversity Leads to Short Running Times of Lexicase Selection"
mimic3-benchmarks
Benchmarks FEAT on the machine learning datasets from the MIMIC-III 💊 clinical database.
pmcboost
proportional multicalibration boosting
proportional-multicalibration
reconciling multi-calibration and differential fairness/privacy
srbench
A living benchmark framework for symbolic regression
Cava Lab's Repositories
cavalab/srbench
A living benchmark framework for symbolic regression
cavalab/ellyn
python-wrapped version of ellen, a linear genetic programming system for symbolic regression and classification.
cavalab/feat
A feature engineering automation tool for learning data representations
cavalab/fomo
fairness-oriented multi-objective optimization
cavalab/ecg-survival-benchmark
A benchmark of mortality risk prediction models using electrocardiograms.
cavalab/brush
An interpretable machine learning library
cavalab/lexicase_runtime
Experiment code for the paper "Population Diversity Leads to Short Running Times of Lexicase Selection"
cavalab/pmcboost
proportional multicalibration boosting
cavalab/proportional-multicalibration
reconciling multi-calibration and differential fairness/privacy
cavalab/ai-efm
Deep learning models for predicting fetal distress from electronic fetal monitoring.
cavalab/interfair
Bias Detection Tool Entry for the #ExpeditionHacks Competition
cavalab/m4gp-gametes
M4GP runs on GAMETES datasets.
cavalab/mimic3-benchmarks
Benchmarks FEAT on the machine learning datasets from the MIMIC-III 💊 clinical database.
cavalab/cavalab.github.io
cavalab/fomo-gecco23
Code for experiment testing github.com/cavalab/fomo
cavalab/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.
cavalab/teach-unix
how to exit vim: an intro to working in unix
cavalab/.github
Interpretable and fair machine learning for digital health
cavalab/eql
implementation of EQL https://github.com/martius-lab/EQL
cavalab/marginal-intersectional
https://cavalab.org/marginal-intersectional
cavalab/mimic-iv-admissions
Code to preprocess MIMIC-IV for building risk prediction models
cavalab/staged-recipes
A place to submit conda recipes before they become fully fledged conda-forge feedstocks
cavalab/ubuntu-slurm
Steps to create a small slurm cluster with GPU enabled nodes