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olivierlabayle

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Postdoctoral Researcher in Statistical Genetics, University of Edinburgh, UK

Funding Links: https://github.com/sponsors/olivierlabayle

GitHub Sponsors Profile

Hi there! ๐Ÿ‘‹
Iโ€™m a postdoctoral researcher at the University of Edinburgh, passionate about making statistical and machine learning methods more accessible to the scientific community, with a particular focus on biomedical applications.
I actively contribute to and lead various open-source projects, especially within the Julia language ecosystem:

๐Ÿš€ [TarGene](https://github.com/TARGENE) โ€“ Creator
TarGene is a Nextflow pipeline designed for causal effect estimation in population genetics using Targeted Learning (#GWAS, #PheWAS).

๐Ÿค– [MLJ](https://alan-turing-institute.github.io/MLJ.jl/dev/) โ€“ Contributor
I work on enhancing core components of Juliaโ€™s main machine learning framework while also contributing new models.

๐ŸŽฏ [TMLE.jl](https://targene.github.io/TMLE.jl/stable/) โ€“ Creator & Lead Developer
TMLE.jl enables scalable, double-robust, non-parametric estimation of causal effects, making cutting-edge causal inference methods more widely accessible.

If you find my work useful, consider supporting meโ€”every contribution helps drive further development! ๐Ÿš€
Thank you for your support! โค๏ธ
This version improves readability, adds engagement, and makes your contributions stand out. Let me know if youโ€™d like further refinements! ๐Ÿ˜Š

Featured Works

JuliaAI/MLJBase.jl

Core functionality for the MLJ machine learning framework

Language: Julia - Stars: 160
JuliaAI/MLJLinearModels.jl

Generalized Linear Regressions Models (penalized regressions, robust regressions, ...)

Language: Julia - Stars: 81
JuliaAI/MLJModels.jl

Home of the MLJ model registry and tools for model queries and mode code loading

Language: Julia - Stars: 81
TARGENE/TMLE.jl

A Julia implementation of the Targeted Minimum Loss-based Estimation

Language: Julia - Stars: 17
TARGENE/targene-pipeline

Nextflow pipeline for Targeted-Learning of genetic effects

Language: Nextflow - Stars: 11
TARGENE/TMLECLI.jl

Language: Julia - Stars: 2