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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 78 11

  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…

    Jupyter Notebook 4

  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 2

  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 5 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.

    Python 1

  6. scikit-ExSTraCS scikit-ExSTraCS Public

    A scikit-learn implementation based on ExSTraCS 2.0

    Jupyter Notebook 9 2

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