diff --git a/docs/_source/conf.py b/docs/_source/conf.py
index ac1131a008f5c95a62718def6046085294f6efba..573918ee35e9757b8c0b32b2697fc0cc2bc0b38f 100644
--- a/docs/_source/conf.py
+++ b/docs/_source/conf.py
@@ -17,7 +17,7 @@ sys.path.insert(0, os.path.abspath('../..'))
 
 # -- Project information -----------------------------------------------------
 
-project = 'machinelearningtools'
+project = 'MLAir'
 copyright = '2020, Lukas H Leufen, Felix Kleinert'
 author = 'Lukas H Leufen, Felix Kleinert'
 
@@ -118,7 +118,7 @@ latex_elements = {
 # (source start file, target name, title,
 #  author, documentclass [howto, manual, or own class]).
 latex_documents = [
-    (master_doc, 'machinelearningtools.tex', 'MachineLearningTools Documentation',
+    (master_doc, 'mlair.tex', 'MLAir Documentation',
      author, 'manual'),
 ]
 
diff --git a/docs/_source/get-started.rst b/docs/_source/get-started.rst
index e327ee9a7cf57818e3a449e9699435cf2590d976..98a96d43675a0263be5bfc2d452b8af1c2626b60 100644
--- a/docs/_source/get-started.rst
+++ b/docs/_source/get-started.rst
@@ -1,8 +1,8 @@
-Get started with MachineLearningTools
-=====================================
+Get started with MLAir
+======================
 
-Install MachineLearningTools
-----------------------------
+Install MLAir
+-------------
 
 MLAir is based on several python frameworks. To work properly, you have to install all packages from the
 `requirements.txt` file. Additionally to support the geographical plotting part it is required to install geo
@@ -138,6 +138,7 @@ MLAir provides a default workflow. If additional steps are to be performed, you
 the workflow.
 
 .. code-block:: python
+
     import mlair
     import logging
 
@@ -224,7 +225,7 @@ required to implement the set model and set compile options methods. The later h
             x_in = keras.layers.Dense(self.window_lead_time)(x_in)
             out = self.activation()(x_in)
             self.model = keras.Model(inputs=x_input, outputs=[out])
-    
+
         def set_compile_options(self):
             self.compile_options = {"optimizer": SGD(lr=self.lr),
                                     "loss": mse,