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@UrbsLab

UrbsLab

ML and AI Lab in Department of Computational Biomedicine at Cedars-Sinai Medical Center

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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 66 9

  2. 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 4 1

  3. scikit-eLCS scikit-eLCS Public

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

    Jupyter Notebook 18 7

  4. scikit-ExSTraCS scikit-ExSTraCS Public

    A scikit-learn implementation based on ExSTraCS 2.0

    Jupyter Notebook 7 1

  5. scikit-FIBERS scikit-FIBERS Public

    A scikit-learn compatible implementation of FIBERS (Feature Inclusion Bin Evolver for Risk Stratification)

    Jupyter Notebook 3 1

  6. 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.

    Python 1

Repositories

Showing 10 of 25 repositories
  • scikit-FIBERS Public

    A scikit-learn compatible implementation of FIBERS (Feature Inclusion Bin Evolver for Risk Stratification)

    UrbsLab/scikit-FIBERS’s past year of commit activity
    Jupyter Notebook 3 MIT 1 0 0 Updated Jul 22, 2024
  • scikit-ExSTraCS Public

    A scikit-learn implementation based on ExSTraCS 2.0

    UrbsLab/scikit-ExSTraCS’s past year of commit activity
    Jupyter Notebook 7 GPL-3.0 1 0 2 Updated Jun 17, 2024
  • 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 18 GPL-3.0 7 1 2 Updated Jun 17, 2024
  • scikit-XCS Public

    scikit learn compatible implementation of XCS, the most popular and best studied learning classifier system algorithm to date.

    UrbsLab/scikit-XCS’s past year of commit activity
    Jupyter Notebook 13 GPL-3.0 8 0 3 Updated Jun 17, 2024
  • 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 4 1 0 0 Updated Jun 11, 2024
  • 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 66 GPL-3.0 9 2 0 Updated May 21, 2024
  • UrbsLab/survival-LCS’s past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated Apr 12, 2024
  • I2C2-Documentation Public Forked from EpistasisLab/LPC

    Documentation and informational resources for LPC use

    UrbsLab/I2C2-Documentation’s past year of commit activity
    Python 1 MIT 8 0 0 Updated Nov 27, 2023
  • LCS-Visualization-Pipeline Public

    LCS Discovery and Visualization Environment (LCS-DIVE)

    UrbsLab/LCS-Visualization-Pipeline’s past year of commit activity
    Python 3 GPL-3.0 1 0 4 Updated Jul 19, 2023
  • FIBERS Public

    Feature Inclusion Bin Evolver for Risk Stratification (FIBERS) is an evolutionary algorithm that constructs bins of features, seeking to optimize the bins' stratification of event risk over time.

    UrbsLab/FIBERS’s past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated May 5, 2023

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