diff --git a/docs/conf.py b/docs/conf.py
index 58fd8a3..5f2eadd 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -1,8 +1,8 @@
 # Configuration file for the Sphinx documentation builder.
 #
-# This file does only contain a selection of the most common options. For a
-# full list see the documentation:
-# http://www.sphinx-doc.org/en/master/config
+# This file only contains a selection of the most common options. For a full
+# list see the documentation:
+# https://www.sphinx-doc.org/en/master/usage/configuration.html
 
 # -- Path setup --------------------------------------------------------------
 
@@ -12,7 +12,6 @@
 
 import os
 import sys
-
 sys.path.insert(0, os.path.abspath('../'))
 
 
@@ -22,11 +21,8 @@
 copyright = '2020-2021, Tomas Stolker'
 author = 'Tomas Stolker'
 
-# -- General configuration ---------------------------------------------------
 
-# If your documentation needs a minimal Sphinx version, state it here.
-#
-# needs_sphinx = '1.0'
+# -- General configuration ---------------------------------------------------
 
 # Add any Sphinx extension module names here, as strings. They can be
 # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
@@ -39,40 +35,24 @@
     'nbsphinx'
 ]
 
-# sphinx-automodapi
-numpydoc_show_class_members = False
-
 # Disable notebook timeout
 nbsphinx_timeout = -1
 
+# Allow errors from notebooks
+nbsphinx_allow_errors = True
+
 autoclass_content = 'both'
 
 # Add any paths that contain templates here, relative to this directory.
-# templates_path = ['_templates']
-
-# The suffix(es) of source filenames.
-# You can specify multiple suffix as a list of string:
-#
-# source_suffix = ['.rst', '.md']
-source_suffix = '.rst'
-
-# The master toctree document.
-master_doc = 'index'
-
-# The language for content autogenerated by Sphinx. Refer to documentation
-# for a list of supported languages.
-#
-# This is also used if you do content translation via gettext catalogs.
-# Usually you set "language" from the command line for these cases.
-language = None
+templates_path = []
 
 # List of patterns, relative to source directory, that match files and
 # directories to ignore when looking for source files.
 # This pattern also affects html_static_path and html_extra_path.
-exclude_patterns = ['tutorials/.ipynb_checkpoints/*']
-
-# The name of the Pygments (syntax highlighting) style to use.
-pygments_style = None
+exclude_patterns = ['_build',
+                    'Thumbs.db',
+                    '.DS_Store',
+                    '.ipynb_checkpoints/*']
 
 
 # -- Options for HTML output -------------------------------------------------
@@ -82,10 +62,6 @@
 #
 html_theme = 'sphinx_book_theme'
 
-# Theme options are theme-specific and customize the look and feel of a theme
-# further.  For a list of options available for each theme, see the
-# documentation.
-#
 html_theme_options = {
     'path_to_docs': 'docs',
     'repository_url': 'https://github.com/tomasstolker/diskmap',
@@ -106,98 +82,10 @@
 # so a file named "default.css" will overwrite the builtin "default.css".
 html_static_path = []
 
-# Custom sidebar templates, must be a dictionary that maps document names
-# to template names.
-#
-# The default sidebars (for documents that don't match any pattern) are
-# defined by theme itself.  Builtin themes are using these templates by
-# default: ``['localtoc.html', 'relations.html', 'sourcelink.html',
-# 'searchbox.html']``.
-#
-# html_sidebars = {}
-
 html_logo = 'logo.png'
-html_favicon = 'favicon.png'
 html_search_language = 'en'
 
 html_context = {'display_github': True,
                 'github_user': 'tomasstolker',
                 'github_repo': 'diskmap',
                 'github_version': 'main/docs/'}
-
-# -- Options for HTMLHelp output ---------------------------------------------
-
-# Output file base name for HTML help builder.
-htmlhelp_basename = 'diskmapdoc'
-
-
-# -- Options for LaTeX output ------------------------------------------------
-
-latex_elements = {
-    # The paper size ('letterpaper' or 'a4paper').
-    #
-    # 'papersize': 'letterpaper',
-
-    # The font size ('10pt', '11pt' or '12pt').
-    #
-    # 'pointsize': '10pt',
-
-    # Additional stuff for the LaTeX preamble.
-    #
-    # 'preamble': '',
-
-    # Latex figure (float) alignment
-    #
-    # 'figure_align': 'htbp',
-}
-
-# Grouping the document tree into LaTeX files. List of tuples
-# (source start file, target name, title,
-#  author, documentclass [howto, manual, or own class]).
-latex_documents = [
-    (master_doc, 'diskmap.tex', 'diskmap Documentation',
-     'Tomas Stolker', 'manual'),
-]
-
-
-# -- Options for manual page output ------------------------------------------
-
-# One entry per manual page. List of tuples
-# (source start file, name, description, authors, manual section).
-man_pages = [
-    (master_doc, 'diskmap', 'diskmap Documentation',
-     [author], 1)
-]
-
-
-# -- Options for Texinfo output ----------------------------------------------
-
-# Grouping the document tree into Texinfo files. List of tuples
-# (source start file, target name, title, author,
-#  dir menu entry, description, category)
-texinfo_documents = [
-    (master_doc, 'diskmap', 'diskmap Documentation',
-     author, 'diskmap', 'Scattered light mapping of protoplanetary disks',
-     'Miscellaneous'),
-]
-
-
-# -- Options for Epub output -------------------------------------------------
-
-# Bibliographic Dublin Core info.
-epub_title = project
-
-# The unique identifier of the text. This can be a ISBN number
-# or the project homepage.
-#
-# epub_identifier = ''
-
-# A unique identification for the text.
-#
-# epub_uid = ''
-
-# A list of files that should not be packed into the epub file.
-epub_exclude_files = ['search.html']
-
-
-# -- Extension configuration -------------------------------------------------
diff --git a/docs/installation.rst b/docs/installation.rst
index f414849..ca744c1 100644
--- a/docs/installation.rst
+++ b/docs/installation.rst
@@ -8,7 +8,7 @@ Installation
 Installation from PyPI
 ----------------------
 
-*diskmap* can be installed with the `pip package manager <https://packaging.python.org/tutorials/installing-packages/>`_:
+*diskmap* can be installed from PyPI with the `pip package manager <https://packaging.python.org/tutorials/installing-packages/>`_:
 
 .. code-block:: console
 
@@ -23,13 +23,27 @@ Or to update the package to the most recent version:
 Installation from Github
 ------------------------
 
-Installation from Github is done by cloning the repository:
+Using pip
+^^^^^^^^^
+
+Installation from Github is also possible with ``pip``:
+
+.. code-block:: console
+
+   $ pip install git+git://github.com/tomasstolker/diskmap.git
+
+This will also install the required dependencies.
+
+Cloning the repository
+^^^^^^^^^^^^^^^^^^^^^^
+
+Alternatively, the Github repository can be cloned, which is in particular useful if you want to look into and/or make changes to the code
 
 .. code-block:: console
 
     $ git clone git@github.com:tomasstolker/diskmap.git
 
-And running the setup script to install *diskmap* and its dependencies:
+The package is installed by running the setup script:
 
 .. code-block:: console
 
diff --git a/docs/make.bat b/docs/make.bat
index 2119f51..153be5e 100644
--- a/docs/make.bat
+++ b/docs/make.bat
@@ -21,7 +21,7 @@ if errorlevel 9009 (
 	echo.may add the Sphinx directory to PATH.
 	echo.
 	echo.If you don't have Sphinx installed, grab it from
-	echo.http://sphinx-doc.org/
+	echo.https://www.sphinx-doc.org/
 	exit /b 1
 )