Skip to content
@UrbsLab

UrbsLab

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

Pinned

  1. STREAMLINE STREAMLINE Public

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

    Jupyter Notebook 58 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 17 7

  4. scikit-ExSTraCS scikit-ExSTraCS Public

    A scikit-learn implementation based on ExSTraCS 2.0 (under development)

    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 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
  • 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.

    Java 4 1 0 0 Updated May 31, 2024
  • scikit-FIBERS Public

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

    Jupyter Notebook 1 MIT 0 0 0 Updated May 27, 2024
  • STREAMLINE Public

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

    Jupyter Notebook 58 GPL-3.0 9 2 0 Updated May 21, 2024
  • 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

    Python 1 MIT 8 0 0 Updated Nov 27, 2023
  • LCS-Visualization-Pipeline Public

    LCS Discovery and Visualization Environment (LCS-DIVE)

    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.

    Python 0 GPL-3.0 0 0 0 Updated May 5, 2023
  • scikit-RARE Public

    scikit-RARE is scikit compatible pypi package for the RARE (Relevant Association Rare-variant-bin Evolver) evolutionary algorithm.

    Python 0 MIT 0 0 0 Updated Mar 3, 2023
  • RARE Public

    RARE: Relevant Association Rare-variant-bin Evolver (under development); an evolutionary algorithm approach to binning rare variants as a rare variant association analysis tool. Applications, visualizations, and modifications currently in works.

    Python 0 GPL-3.0 1 0 0 Updated Jun 30, 2022
  • scikit-XCS Public

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

    Jupyter Notebook 13 GPL-3.0 8 0 2 Updated Jun 26, 2022

Top languages

Loading…

Most used topics

Loading…