Epistasis Lab at UPenn
- Philadelphia, PA
- http://epistasis.org
- jhmoore@upenn.edu
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penn-ml-benchmarks
PMLB: A large, curated repository of benchmark datasets for evaluating supervised machine learning algorithms.
pennai
PennAI: AI-Driven Data Science
tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Conservation-Machine-Learning
Conservation Machine Learning
scikit-rebate
A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.
rebate-benchmark
A centralized repository to benchmark ReBATE performance across a variety of parameter settings and datasets.
OMNIREP
The OMNIREP algorithm: Coevolving encodings and representations
SAFE
The SAFE Algorithm: Solution and Fitness Evolution
ellyn
python-wrapped version of ellen, a linear genetic programming system for symbolic regression and classification.
scikit-mdr
A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.
3DHeatmap
3D Heatmap tool in Unity3D. Inst. for Biomed. Informatics, Univ. of PA
mimic3-benchmarks
Forked from YerevaNN/mimic3-benchmarksPython suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.
regression-benchmark
Forked from athril/regression-benchmarkA large benchmark study of recent symbolic regression methods
openmrs-module-fhir
Forked from djfunksalot/openmrs-module-fhirImplements REST and Java APIs to access OpenMRS via FHIR Specification.
interpret_ehr
Interpretation of machine learning predictions for patient outcomes in electronic health records
malaria-challenge
The Malaria DREAM Challenge
gecco2019-new-benchmarking-standards
A workshop for improving benchmarking standards in evolutionary computation research.
SimpleModelView
A Unity package for a simplified model-view system to help with code<->UI management.
openmrs-module-coreapps
Forked from openmrs/openmrs-module-coreappsProvides apps for performing the common tasks
hibachi
Data simulation software that creates data sets with particular characteristics
TINY
Tiny Genetic Algorithm (GA) and Tiny Genetic Programming (GP)
mimic-code
Forked from MIT-LCP/mimic-codeMIMIC Code Repository: Code shared by the research community for the MIMIC-III database
ml-analyst
Analysis pipeline for quick ML analyses.
ReBATE
Relief Based Algorithms of ReBATE implemented in Python with Cython optimization. This repository is no longer being updated. Please see scikit-rebate.
evolved-stats
A research project using genetic programming to discover and optimize statistical tests.
