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Covid_machine_learning

Requirements

Python

Python 3.8.10 (default, Jun 22 2022, 20:18:18)

[GCC 9.4.0] on linux

Package Version
joblib 1.1.0
matplotlib 3.5.1
numpy 1.22.2
pandas 1.4.0
scikit-learn 1.0.2

R

R version 4.2.1 -- "Funny-Looking Kid"

RStudio 2021.09.1+372 "Ghost Orchid" Release (8b9ced188245155642d024aa3630363df611088a, 2021-11-08) for Ubuntu Bionic Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) QtWebEngine/5.12.8 Chrome/69.0.3497.128 Safari/537.36

Package Version
caret 6.0.90
ggplot2 3.3.5
knitr 1.37
nnet 7.3.17
reticulate 1.25
tidyverse 1.3.1
tinytex 0.36

Clone this repository

cd existing_repo
git remote add origin http://gitbio.ens-lyon.fr/dcluet/covid_machine_learning.git
git branch -M master
git push -uf origin master

About

Ensemble of tools to apply deep learning to patients flow-cytometry data and predict key factors for COVID severity.

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