Owner
EpistasisLab
20 indexed repositories · View on GitHub
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tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Jupyter Notebook · 10051 stars
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pmlb
PMLB: A large, curated repository of benchmark datasets for evaluating supervised machine learning algorithms.
Python · 873 stars
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KRAGEN
Software to implement GoT with a weviate vectorized database
Python · 681 stars
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scikit-rebate
A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.
Jupyter Notebook · 420 stars
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tpot2
⚠️ DEPRECATED. The work in this repository was merged into the main TPOT project as version 1.0. Please visit the active repository here:...
Jupyter Notebook · 250 stars
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Aliro
Aliro: AI-Driven Data Science
JavaScript · 238 stars
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ClinicalDataSources
Open or Easy Access Clinical Data Sources for Biomedical Research
194 stars
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scikit-mdr
A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.
Python · 128 stars
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Python · 39 stars
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digen
Diverse and generative ML benchmarks
Jupyter Notebook · 18 stars
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3DHeatmap
3D Heatmap tool in Unity3D. Inst. for Biomed. Informatics, Univ. of PA
C# · 12 stars
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EcoXAI
Multiagent automated biomedical analysis framework. Fully AI harnessed agents generating hypotheses with testing and validation.
JavaScript · 8 stars
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Python · 6 stars
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ASAREE
A visual analytics platform for engineering, executing, and evaluating reproducible agentic AI teams using experimental design methods.
HTML · 6 stars
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Jupyter Notebook · 5 stars
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SAFE
The SAFE Algorithm: Solution and Fitness Evolution
Python · 4 stars
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PICV
Proportional instance cross validation
1 star
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Python · 1 star
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pennai-bioinformatics
Code to reproduce the experiments in "Evaluating recommender systems for AI-driven biomedical informatics"
Jupyter Notebook · 0 stars
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Python · 0 stars
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enhancement
EpistasisLab/tpot#769 · 2 comments · 0 reactions · 0 assignees ·
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enhancement need contributor
EpistasisLab/tpot#771 · 1 comment · 1 reaction · 0 assignees ·
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question
EpistasisLab/tpot#774 · 4 comments · 0 reactions · 0 assignees ·
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Text output issues Openbug
EpistasisLab/tpot#776 · 5 comments · 0 reactions · 0 assignees ·
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EpistasisLab/tpot#779 · 8 comments · 0 reactions · 0 assignees ·
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enhancement need contributor
EpistasisLab/tpot#780 · 5 comments · 0 reactions · 0 assignees ·
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EpistasisLab/tpot#781 · 3 comments · 0 reactions · 0 assignees ·
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question
EpistasisLab/tpot#782 · 4 comments · 0 reactions · 0 assignees ·
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enhancement
EpistasisLab/tpot#783 · 11 comments · 0 reactions · 0 assignees ·
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question
EpistasisLab/tpot#784 · 1 comment · 0 reactions · 0 assignees ·
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question
EpistasisLab/tpot#787 · 4 comments · 0 reactions · 0 assignees ·
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being worked on
EpistasisLab/tpot#791 · 2 comments · 0 reactions · 0 assignees ·
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enhancement need contributor
EpistasisLab/tpot#794 · 1 comment · 0 reactions · 0 assignees ·
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ANN Support Openquestion
EpistasisLab/tpot#795 · 6 comments · 0 reactions · 0 assignees ·
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bug
EpistasisLab/tpot#797 · 6 comments · 0 reactions · 0 assignees ·
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question
EpistasisLab/tpot#800 · 1 comment · 0 reactions · 0 assignees ·
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question
EpistasisLab/tpot#804 · 12 comments · 0 reactions · 0 assignees ·
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Predicted Values Openenhancement need contributor
EpistasisLab/tpot#805 · 3 comments · 0 reactions · 0 assignees ·
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question
EpistasisLab/tpot#807 · 1 comment · 0 reactions · 0 assignees ·
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question
EpistasisLab/tpot#808 · 1 comment · 0 reactions · 0 assignees ·
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enhancement
EpistasisLab/tpot#809 · 4 comments · 0 reactions · 0 assignees ·
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enhancement need contributor
EpistasisLab/tpot#812 · 1 comment · 0 reactions · 0 assignees ·
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enhancement
EpistasisLab/tpot#817 · 2 comments · 0 reactions · 0 assignees ·
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question
EpistasisLab/tpot#818 · 0 comments · 0 reactions · 0 assignees ·
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Add CatBoost Openenhancement
EpistasisLab/tpot#822 · 15 comments · 0 reactions · 0 assignees ·
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bug question
EpistasisLab/tpot#823 · 7 comments · 0 reactions · 0 assignees ·
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question
EpistasisLab/tpot#824 · 2 comments · 0 reactions · 0 assignees ·
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question
EpistasisLab/tpot#825 · 2 comments · 0 reactions · 0 assignees ·
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question
EpistasisLab/tpot#826 · 4 comments · 0 reactions · 0 assignees ·
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question
EpistasisLab/tpot#827 · 1 comment · 0 reactions · 0 assignees ·
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question
EpistasisLab/tpot#828 · 3 comments · 0 reactions · 0 assignees ·
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question
EpistasisLab/tpot#829 · 3 comments · 0 reactions · 0 assignees ·
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question
EpistasisLab/tpot#830 · 5 comments · 0 reactions · 0 assignees ·
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question
EpistasisLab/tpot#834 · 2 comments · 0 reactions · 0 assignees ·
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need contributor
EpistasisLab/tpot#836 · 2 comments · 0 reactions · 0 assignees ·
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question
EpistasisLab/tpot#839 · 1 comment · 0 reactions · 0 assignees ·
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bug need contributor question
EpistasisLab/tpot#847 · 3 comments · 0 reactions · 0 assignees ·
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question
EpistasisLab/tpot#849 · 8 comments · 0 reactions · 0 assignees ·
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question
EpistasisLab/tpot#856 · 5 comments · 0 reactions · 0 assignees ·
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enhancement
EpistasisLab/tpot#861 · 1 comment · 1 reaction · 0 assignees ·
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question
EpistasisLab/tpot#864 · 3 comments · 0 reactions · 0 assignees ·
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bug
EpistasisLab/tpot#876 · 8 comments · 0 reactions · 0 assignees ·
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question
EpistasisLab/tpot#878 · 2 comments · 0 reactions · 0 assignees ·
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enhancement question
EpistasisLab/tpot#881 · 6 comments · 0 reactions · 0 assignees ·
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question
EpistasisLab/tpot#884 · 3 comments · 0 reactions · 0 assignees ·
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question
EpistasisLab/tpot#886 · 7 comments · 0 reactions · 0 assignees ·
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enhancement need contributor
EpistasisLab/tpot#888 · 0 comments · 0 reactions · 0 assignees ·
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enhancement need contributor
EpistasisLab/tpot#889 · 2 comments · 0 reactions · 0 assignees ·
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EpistasisLab/ClinicalDataSources#1 · 0 comments · 0 reactions · 0 assignees ·
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EpistasisLab/PICV#1 · 0 comments · 0 reactions · 0 assignees ·
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