UrbsLab
- 56 followers
- United States of America
- https://www.med.upenn.edu/urbslab/
- @docurbs
- ryan.urbanowicz@cshs.org
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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.
- STREAMLINE Public
Simple Transparent End-To-End Automated Machine Learning Pipeline for Supervised Learning in Tabular Binary Classification Data
- 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.
- 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.
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- scikit-eLCS Public
A scikit-learn-compatible Python implementation of eLCS, a supervised learning variant of Learning Classifier Systems
- scikit-XCS Public
scikit learn compatible implementation of XCS, the most popular and best studied learning classifier system algorithm to date.
- 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.
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