diff --git a/README.md b/README.md
index 96ca7e9cda98808c46f1cda6075f077b41b1e446..a524f8e61a1063fd6db9987b7dbe8b9abb7261de 100644
--- a/README.md
+++ b/README.md
@@ -16,7 +16,7 @@ The process includes:
 This package is written in python. You can clone the repository: git clone https://src.koda.cnrs.fr/nicolas.barthes.5/nirs_workflow.git
 
 Then install the requirements: pip install -r requirements.txt
-To use the Local weighted PLS Regression for creation model, you'll need to install Jchemo.jl (https://github.com/mlesnoff/Jchemo.jl), a Julia package.
+To use Locally weighted PLS Regression for creation model, you will need to install Jchemo.jl (https://github.com/mlesnoff/Jchemo.jl), a Julia package.
 From the CLI: python  
 > '>>> import julia  
 '>>> julia.install()  
@@ -40,3 +40,6 @@ Contributors:
 
 ## License
 CC BY
+
+
+PUSH
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