diff --git a/.gitignore b/.gitignore
index 395bf189323b8512f3247287963037cd89680cee..05923052c88216aa4654429dc35c98b446d45015 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,16 +2,20 @@
 # Igenore the itermediated file-types
 ######################################################
 
-# (Xe)LaTex Intermediate Files
+# LaTex Intermediate Files
 *.aux
 *.synctex.gz
 *.synctex
-
-# Reference Intermediate Files
 *.out
+*.log
+*.bcf
+
+# ToDo Notes
+*.tdo
 
 # Bibliography Intermediate Files
 *.xml
+*.blg
 *.bbl
 
 # Table of Content
@@ -19,27 +23,13 @@
 *.toc
 *.nav
 
-# Xelatex output
+# LaTex output
 *.dvi
 *.pdf
 
-# Logging 
-*.log
-*.blg
-*.bcf
-
-# ToDo Notes
-*.tdo
-
 # Beamer
 *.snm
 *.sty
 
-# Tex-Environment and Pictures
-*.vscode
-
 # temporary File can be ignored
 *tmp*
-
-# Python libaries
-*__pycache__*