diff --git a/docs/source/development.md b/docs/source/development.md
index f24263e2..3b8db130 100644
--- a/docs/source/development.md
+++ b/docs/source/development.md
@@ -3,7 +3,7 @@
 ## Clone repository
 
 To get started with development, clone the VAI-lab repository and change directory
-```bash,
+```bash
 git clone https://github.com/AaltoPML/VAI-lab.git && cd VAI-lab
 ```
 
diff --git a/docs/source/index.rst b/docs/source/index.rst
index b5cfc753..9ee150a4 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -19,7 +19,6 @@ Contents
    Installation <installation>
    User Guide <user_guide>
    Development <development>
-   Documentation <documentation>   
    Contributing <contributing>
 
 
diff --git a/docs/source/installation.md b/docs/source/installation.md
index 34c5e986..0fc2a64d 100644
--- a/docs/source/installation.md
+++ b/docs/source/installation.md
@@ -2,7 +2,7 @@
 
 ## Requirements
 
-- Python 3.10+
+- Python 3.11+
   
 ## Install from PyPi
 
@@ -18,7 +18,7 @@ conda env create --name vai-lab python=3.10 pip && conda activate vai-lab && pyt
 ## Install from source 
 
 Clone this repository and change directory
-```bash,
+```bash
 git clone https://github.com/AaltoPML/VAI-lab.git && cd VAI-lab
 ```
 Install into a [virtual environment](https://docs.python.org/3/library/venv.html)