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@UrbsLab

UrbsLab

ML and AI Lab in Department of Computational Biomedicine at Cedars-Sinai Health Sciences University

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  1. STREAMLINE STREAMLINE Public

    Simple Transparent End-To-End Automated Machine Learning Pipeline for Supervised Learning in Tabular Binary Classification Data

    Jupyter Notebook 82 12

  2. heros heros Public

    The Heuristic Evolutionary Rule Optimization System (HEROS) is a supervised rule-based machine learning algorithm designed to agnostically model diverse structured data problems and yield compact h…

    Jupyter Notebook 12 1

  3. scikit-FIBERS scikit-FIBERS Public

    scikit-FIBERS (Feature Inclusion Bin Evolver for Risk Stratification) is a scikit-learn compatible machine learning algorithm for modeling or feature learning in survival analyses where feature 'bu…

    Jupyter Notebook 6 4

  4. GAMETES GAMETES Public

    Source code for the Genetic Architecture Model Emulator for Testing and Evaluating Software (GAMETES) is an algorithm for the generation of complex single nucleotide polymorphism (SNP) models for s…

    Java 7 1

  5. scikit-rebate scikit-rebate Public

    Forked from EpistasisLab/scikit-rebate

    A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.

    Jupyter Notebook 1 1

  6. scikit-ExSTraCS scikit-ExSTraCS Public

    A scikit-learn implementation based on ExSTraCS 2.0

    Jupyter Notebook 13 4

Repositories

Showing 10 of 27 repositories
  • scikit-rebate Public Forked from EpistasisLab/scikit-rebate

    A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.

    UrbsLab/scikit-rebate's past year of commit activity
    Jupyter Notebook 1 MIT 72 0 0 Updated Sep 12, 2026
  • scikit-FIBERS Public

    scikit-FIBERS (Feature Inclusion Bin Evolver for Risk Stratification) is a scikit-learn compatible machine learning algorithm for modeling or feature learning in survival analyses where feature 'burden' may be predictive of risk strata. Originally designed to identify amino-acid positions where mismatch burden predicts kidney graft failure risk.

    UrbsLab/scikit-FIBERS's past year of commit activity
    Jupyter Notebook 6 MIT 4 2 0 Updated Sep 11, 2026
  • STREAMLINE Public

    Simple Transparent End-To-End Automated Machine Learning Pipeline for Supervised Learning in Tabular Binary Classification Data

    UrbsLab/STREAMLINE's past year of commit activity
    Jupyter Notebook 82 GPL-3.0 12 0 0 Updated Sep 8, 2026
  • heros Public

    The Heuristic Evolutionary Rule Optimization System (HEROS) is a supervised rule-based machine learning algorithm designed to agnostically model diverse structured data problems and yield compact human interpretable solutions. This implementation is scikit-learn compatible.

    UrbsLab/heros's past year of commit activity
    Jupyter Notebook 12 1 0 0 Updated Sep 4, 2026
  • GAMETES Public

    Source code for the Genetic Architecture Model Emulator for Testing and Evaluating Software (GAMETES) is an algorithm for the generation of complex single nucleotide polymorphism (SNP) models for simulated association studies.

    UrbsLab/GAMETES's past year of commit activity
    Java 7 1 0 0 Updated Aug 18, 2026
  • expert-system-shell-edu Public

    Educational demos for building a simple expert system using Python

    UrbsLab/expert-system-shell-edu's past year of commit activity
    Jupyter Notebook 0 GPL-3.0 1 0 0 Updated Feb 17, 2026
  • LCS-Visualization-Pipeline Public

    LCS Discovery and Visualization Environment (LCS-DIVE)

    UrbsLab/LCS-Visualization-Pipeline's past year of commit activity
    Python 4 GPL-3.0 2 0 1 Updated Dec 1, 2025
  • survival-LCS Public
    UrbsLab/survival-LCS's past year of commit activity
    Python 1 GPL-3.0 1 0 0 Updated Sep 5, 2025
  • scikit-ExSTraCS Public

    A scikit-learn implementation based on ExSTraCS 2.0

    UrbsLab/scikit-ExSTraCS's past year of commit activity
    Jupyter Notebook 13 GPL-3.0 4 1 2 Updated Jun 3, 2025
  • scikit-eLCS Public

    A scikit-learn-compatible Python implementation of eLCS, a supervised learning variant of Learning Classifier Systems

    UrbsLab/scikit-eLCS's past year of commit activity
    Jupyter Notebook 21 GPL-3.0 9 1 2 Updated Jun 17, 2024

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