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Leon Reteig (lcreteig)

lcreteig

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Company:University Medical Center Utrecht

Location:Cambridge, MA

Home Page:https://www.leonreteig.com

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Leon Reteig's starred repositories

llamafile

Distribute and run LLMs with a single file.

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MoMAColors

Color Schemes based around artwork and the Museum of Modern Art.

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clinlp

A Python library for performing NLP on clinical text written in Dutch

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py-ard

HLA ARD Reduction in Python

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castoRedc

R wrapper to Castor EDC API

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riskRegression

R package for risk regression and prediction with censored data

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mlforhealthlabpub

Machine Learning and Artificial Intelligence for Medicine.

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argilla

Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency.

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immunotation

R framework for consistent annotation of hyperpolymorphic HLA genes in human populations

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HIBAG

R package – HLA Genotype Imputation with Attribute Bagging (development version only)

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hlaR

hla package

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rule_estimator

A scikit-learn compatible estimator based on business-rules with interactive dashboard included

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textacy

NLP, before and after spaCy

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JupyterSite

Create a Site from Jupyter Notebooks

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ipynb-website

Simple data science website using Jupyter notebooks.

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scikit-learn-tips

:robot::zap: 50 scikit-learn tips

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wearables_vitalsigns

Custom Scripts for Wearables Vital Signs Data Cleaning and Analysis

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skweak

skweak: A software toolkit for weak supervision applied to NLP tasks

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checklist

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

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data

Interesting datasets for personal projects or submissions to #TidyTuesday

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analysis-flow

Data Analysis Workflows & Reproducibility Learning Resources

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pytextrank

Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

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COVID19-Vaccine-App

An app to show the progression of UK COVID-19 Vaccinations. Built with R and RStudio - hosted through ShinyApps

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collinearity

Code for our methodological article on the performance of binary prediction models in high-correlation low-dimensional settings.

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medspacy

Library for clinical NLP with spaCy.

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stats-illustrations

R & stats illustrations by @allison_horst

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runway

Visualizing Prediction Model Performance

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aRt

Making art with R

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performance

:muscle: Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)

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PRML

PRML algorithms implemented in Python

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