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@cavalab

Cava Lab

Advancing interpretable and fair digital health. Run by @lacava

The Cava laboratory is a research group run by William La Cava (@lacava). It is part of the Computational Health Informatics Program at Boston Children's Hospital and Harvard Medical School.

We are interested in improving the interpretability and fairness of predictive models deployed in healthcare settings. We create and study algorithms that can embed these notions when working with health data.

Learn more at https://cavalab.org.

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  1. srbench srbench Public

    A living benchmark framework for symbolic regression

    Python 234 82

  2. feat feat Public

    A feature engineering automation tool for learning data representations

    C++ 34 14

  3. pmcboost pmcboost Public

    proportional multicalibration boosting

    Python 2

  4. fomo fomo Public

    fairness-oriented multi-objective optimization

    Python 9 4

  5. brush brush Public

    An interpretable machine learning library

    C++ 3

  6. ellyn ellyn Public

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

    C++ 54 11

Repositories

Showing 10 of 24 repositories
  • cavalab/cavalab.github.io’s past year of commit activity
    HTML 0 7 0 0 Updated Jan 15, 2025
  • brush Public

    An interpretable machine learning library

    cavalab/brush’s past year of commit activity
    C++ 3 GPL-3.0 0 8 1 Updated Jan 15, 2025
  • fairseq-signals Public Forked from Jwoo5/fairseq-signals

    A collection of deep learning models for ECG data processing based on fairseq framework

    cavalab/fairseq-signals’s past year of commit activity
    Python 0 12 0 0 Updated Jan 7, 2025
  • ai-efm Public

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

    cavalab/ai-efm’s past year of commit activity
    Python 2 GPL-3.0 2 0 1 Updated Dec 18, 2024
  • ecg-survival-benchmark Public

    A benchmark of mortality risk prediction models using electrocardiograms.

    cavalab/ecg-survival-benchmark’s past year of commit activity
    Python 7 GPL-3.0 0 0 0 Updated Nov 21, 2024
  • srbench Public

    A living benchmark framework for symbolic regression

    cavalab/srbench’s past year of commit activity
    Python 234 GPL-3.0 82 11 (3 issues need help) 1 Updated Nov 14, 2024
  • cavalab/marginal-intersectional’s past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated Nov 6, 2024
  • eql Public

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

    cavalab/eql’s past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated Jul 15, 2024
  • feat Public

    A feature engineering automation tool for learning data representations

    cavalab/feat’s past year of commit activity
    C++ 34 GPL-3.0 14 12 (1 issue needs help) 1 Updated Jun 26, 2024
  • fomo Public

    fairness-oriented multi-objective optimization

    cavalab/fomo’s past year of commit activity
    Python 9 BSD-3-Clause 4 0 0 Updated Jun 10, 2024

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