Skip to content

@cavalab Cava Lab

Change the repository type filter

All

    Repositories list

    23 repositories

    • brush

      Public
      An interpretable machine learning library
      C++
      •
      GNU General Public License v3.0
      •0•3•8•1•Updated Dec 6, 2024Dec 6, 2024

    • ecg-survival-benchmark

      Public
      A benchmark of mortality risk prediction models using electrocardiograms.
      Python
      •
      GNU General Public License v3.0
      •0•7•0•0•Updated Nov 21, 2024Nov 21, 2024

    • srbench

      Public
      A living benchmark framework for symbolic regression
      Python
      •
      GNU General Public License v3.0
      •80•228•11•1•Updated Nov 14, 2024Nov 14, 2024

    • cavalab.github.io

      Public
      HTML
      •5•0•0•0•Updated Nov 6, 2024Nov 6, 2024

    • 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

    • feat

      Public
      A feature engineering automation tool for learning data representations
      C++
      •
      GNU General Public License v3.0
      •14•34•12•1•Updated Jun 26, 2024Jun 26, 2024

    • fomo

      Public
      fairness-oriented multi-objective optimization
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •4•9•0•0•Updated Jun 10, 2024Jun 10, 2024

    • ai-efm

      Public
      Deep learning models for predicting fetal distress from electronic fetal monitoring.
      Python
      •
      GNU General Public License v3.0
      •1•1•0•0•Updated Jan 12, 2024Jan 12, 2024

    • pmcboost

      Public
      proportional multicalibration boosting
      Python
      •0•2•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
      •5k•0•0•0•Updated Oct 16, 2023Oct 16, 2023

    • interfair

      Public
      Bias Detection Tool Entry for the #ExpeditionHacks Competition
      CSS
      •
      BSD 3-Clause "New" or "Revised" License
      •1•1•0•0•Updated May 5, 2023May 5, 2023

    • .github

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

    • mimic-iv-admissions

      Public
      Code to preprocess MIMIC-IV for building risk prediction models
      Python
      •0•0•0•0•Updated Apr 12, 2023Apr 12, 2023

    • ubuntu-slurm

      Public
      Steps to create a small slurm cluster with GPU enabled nodes
      Shell
      •80•0•0•0•Updated Feb 2, 2023Feb 2, 2023

    • proportional-multicalibration

      Public
      reconciling multi-calibration and differential fairness/privacy
      Jupyter Notebook
      •0•2•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
      •330•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•54•5•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

    • teach-unix

      Public
      how to exit vim: an intro to working in unix
      0•0•0•0•Updated Apr 20, 2022Apr 20, 2022

    • manylinux-wheel-builder

      Public
      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.
      Python
      •
      MIT License
      •6•0•0•0•Updated Feb 24, 2022Feb 24, 2022