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    32 repositories

    • cavalab.github.io

      Public
      HTML
      •11•0•0•0•Updated Aug 10, 2026Aug 10, 2026

    • brush

      Public
      An interpretable machine learning library
      C++
      •
      GNU General Public License v3.0
      •0•8•4•0•Updated Jul 31, 2026Jul 31, 2026

    • srbench

      Public
      A living benchmark framework for symbolic regression
      Python
      •
      GNU General Public License v3.0
      •104•315•12•4•Updated Jul 31, 2026Jul 31, 2026

    • ai-efm

      Public
      Deep learning models for predicting fetal distress from electronic fetal monitoring.
      Python
      •
      GNU General Public License v3.0
      •2•5•0•0•Updated Jul 8, 2026Jul 8, 2026

    • echofocus

      Public
      AI echocardiogram interpretation sans view classification
      Python
      •
      Other
      •2•5•0•0•Updated Jun 12, 2026Jun 12, 2026

    • ESI

      Public
      R
      •0•0•0•0•Updated May 22, 2026May 22, 2026

    • fyler_code_fm

      Public
      An ECG foundation model for generalizable cardiac function prediction across the lifespan
      Python
      •
      Other
      •0•0•0•0•Updated May 15, 2026May 15, 2026

    • interfair

      Public
      Bias Detection Tool Entry for the #ExpeditionHacks Competition
      CSS
      •
      BSD 3-Clause "New" or "Revised" License
      •1•1•0•0•Updated May 14, 2026May 14, 2026

    • fairseq-signals

      Public
      A collection of deep learning models for ECG data processing based on fairseq framework
      Python
      •
      Other
      •33•0•0•0•Updated Mar 9, 2026Mar 9, 2026

    • brush_paper_experiments

      Public
      Experiments for the paper "Towards symbolic regression for interpretable clinical decision scores"
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •1•3•0•0•Updated Jan 20, 2026Jan 20, 2026

    • aca-example

      Public
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •0•1•0•0•Updated Dec 5, 2025Dec 5, 2025

    • robust-AI-ECG

      Public
      Build robust AI-ECG models to predict Left Ventricular Systolic Dysfunction in Pediatric Congenital Heart Disease
      Python
      •0•0•0•0•Updated Nov 3, 2025Nov 3, 2025

    • htn-phenotyping-with-llms

      Public
      Generating hypertension computable phenotypes with LLMs
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •0•2•0•0•Updated Oct 26, 2025Oct 26, 2025

    • fomo

      Public
      fairness-oriented multi-objective optimization
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •4•14•0•0•Updated Sep 21, 2025Sep 21, 2025

    • ecg-survival-benchmark

      Public
      A benchmark of mortality risk prediction models using electrocardiograms.
      Python
      •
      GNU General Public License v3.0
      •2•17•0•0•Updated Aug 15, 2025Aug 15, 2025

    • mimic-iv-ed-epi

      Public
      A repository of code used to analyse the MIMIC-IV-ED dataset
      R
      •1•0•0•1•Updated Apr 21, 2025Apr 21, 2025

    • feat

      Public
      A feature engineering automation tool for learning data representations
      C++
      •
      GNU General Public License v3.0
      •15•37•10•0•Updated Mar 7, 2025Mar 7, 2025

    • mimic-iv-admissions

      Public
      Code to preprocess MIMIC-IV for building risk prediction models
      Python
      •0•1•0•0•Updated Feb 18, 2025Feb 18, 2025

    • marginal-intersectional

      Public
      https://cavalab.org/marginal-intersectional
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Nov 6, 2024Nov 6, 2024

    • eql

      Public
      implementation of EQL https://github.com/martius-lab/EQL
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Jul 15, 2024Jul 15, 2024

    • pmcboost

      Public
      proportional multicalibration boosting
      Python
      •0•3•0•0•Updated Dec 18, 2023Dec 18, 2023

    • fomo-gecco23

      Public
      Code for experiment testing github.com/cavalab/fomo
      Jupyter Notebook
      •0•0•0•0•Updated Nov 13, 2023Nov 13, 2023

    • staged-recipes

      Public
      A place to submit conda recipes before they become fully fledged conda-forge feedstocks
      Python
      •
      Apache License 2.0
      •6.2k•0•0•0•Updated Oct 16, 2023Oct 16, 2023

    • .github

      Public
      Interpretable and fair machine learning for digital health
      0•0•0•0•Updated Apr 14, 2023Apr 14, 2023

    • ubuntu-slurm

      Public
      Steps to create a small slurm cluster with GPU enabled nodes
      Shell
      •76•0•0•0•Updated Feb 2, 2023Feb 2, 2023

    • proportional-multicalibration

      Public
      reconciling multi-calibration and differential fairness/privacy
      Jupyter Notebook
      •0•3•1•0•Updated Jan 31, 2023Jan 31, 2023

    • mimic3-benchmarks

      Public
      Benchmarks FEAT on the machine learning datasets from the MIMIC-III 💊 clinical database.
      Python
      •
      MIT License
      •345•1•0•0•Updated Jan 13, 2023Jan 13, 2023

    • ellyn

      Public
      python-wrapped version of ellen, a linear genetic programming system for symbolic regression and classification.
      C++
      •
      Other
      •11•61•6•1•Updated Oct 27, 2022Oct 27, 2022

    • m4gp-gametes

      Public
      M4GP runs on GAMETES datasets.
      Python
      •0•1•0•0•Updated Sep 23, 2022Sep 23, 2022

    • lexicase_runtime

      Public
      Experiment code for the paper "Population Diversity Leads to Short Running Times of Lexicase Selection"
      Jupyter Notebook
      •0•2•0•0•Updated Jun 24, 2022Jun 24, 2022
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