UrbsLab
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- United States of America
- https://www.med.upenn.edu/urbslab/
- @docurbs
- ryan.urbanowicz@cshs.org
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- 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 - 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 - 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 - 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 - 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 - 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 - survival-LCS Public
UrbsLab/survival-LCS’s past year of commit activity - I2C2-Documentation Public Forked from EpistasisLab/LPC
Documentation and informational resources for LPC use
UrbsLab/I2C2-Documentation’s past year of commit activity
