diff --git a/README.md b/README.md
index ce70e16b4e63aad55bb09ff386dd9ecba876332f..3d603270f0f032e02d63be3f669f17cfe0b661f7 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # DeepGrail Linker
 
-This repository contains a Python implementation of a Neural Proof Net using TLGbank data.
+This repository contains a Python implementation of a Proof Net using TLGbank data.
 
 This code was designed to work with the [DeepGrail Tagger](https://gitlab.irit.fr/pnria/global-helper/deepgrail_tagger). 
 In this repository we only use the embedding of the word from the tagger and the tags from the dataset, but next step is to use the prediction of the tagger for the linking step.
@@ -9,6 +9,7 @@ In this repository we only use the embedding of the word from the tagger and the
 
 ### Installation
 Python 3.9.10 **(Warning don't use Python 3.10**+**)**
+
 Clone the project locally.
 
 ### Libraries installation
diff --git a/init.sh b/init.sh
index be8706dd03e8a0e984d4b2e27be793842bb5ea0f..1186ecfd9baab27e95f3ccc2bcc6dff75ec22626 100644
--- a/init.sh
+++ b/init.sh
@@ -1,3 +1,6 @@
 git clone https://gitlab.irit.fr/pnria/global-helper/deepgrail_tagger.git SuperTagger
 
-pip install -r requirements.txt
\ No newline at end of file
+pip install -r requirements.txt
+
+mkdir TensorBoard
+mkdir Output
\ No newline at end of file